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Levari T, Snedeker J. Understanding words in context: A naturalistic EEG study of children's lexical processing. JOURNAL OF MEMORY AND LANGUAGE 2024; 137:104512. [PMID: 38855737 PMCID: PMC11160963 DOI: 10.1016/j.jml.2024.104512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
When listening to speech, adults rely on context to anticipate upcoming words. Evidence for this comes from studies demonstrating that the N400, an event-related potential (ERP) that indexes ease of lexical-semantic processing, is influenced by the predictability of a word in context. We know far less about the role of context in children's speech comprehension. The present study explored lexical processing in adults and 5-10-year-old children as they listened to a story. ERPs time-locked to the onset of every word were recorded. Each content word was coded for frequency, semantic association, and predictability. In both children and adults, N400s reflect word predictability, even when controlling for frequency and semantic association. These findings suggest that both adults and children use top-down constraints from context to anticipate upcoming words when listening to stories.
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Affiliation(s)
- Tatyana Levari
- Department of Psychology, Harvard University, United States
| | - Jesse Snedeker
- Department of Psychology, Harvard University, United States
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Kauf C, Ivanova AA, Rambelli G, Chersoni E, She JS, Chowdhury Z, Fedorenko E, Lenci A. Event Knowledge in Large Language Models: The Gap Between the Impossible and the Unlikely. Cogn Sci 2023; 47:e13386. [PMID: 38009752 DOI: 10.1111/cogs.13386] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 10/27/2023] [Accepted: 11/04/2023] [Indexed: 11/29/2023]
Abstract
Word co-occurrence patterns in language corpora contain a surprising amount of conceptual knowledge. Large language models (LLMs), trained to predict words in context, leverage these patterns to achieve impressive performance on diverse semantic tasks requiring world knowledge. An important but understudied question about LLMs' semantic abilities is whether they acquire generalized knowledge of common events. Here, we test whether five pretrained LLMs (from 2018's BERT to 2023's MPT) assign a higher likelihood to plausible descriptions of agent-patient interactions than to minimally different implausible versions of the same event. Using three curated sets of minimal sentence pairs (total n = 1215), we found that pretrained LLMs possess substantial event knowledge, outperforming other distributional language models. In particular, they almost always assign a higher likelihood to possible versus impossible events (The teacher bought the laptop vs. The laptop bought the teacher). However, LLMs show less consistent preferences for likely versus unlikely events (The nanny tutored the boy vs. The boy tutored the nanny). In follow-up analyses, we show that (i) LLM scores are driven by both plausibility and surface-level sentence features, (ii) LLM scores generalize well across syntactic variants (active vs. passive constructions) but less well across semantic variants (synonymous sentences), (iii) some LLM errors mirror human judgment ambiguity, and (iv) sentence plausibility serves as an organizing dimension in internal LLM representations. Overall, our results show that important aspects of event knowledge naturally emerge from distributional linguistic patterns, but also highlight a gap between representations of possible/impossible and likely/unlikely events.
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Affiliation(s)
- Carina Kauf
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology
- McGovern Institute for Brain Research, Massachusetts Institute of Technology
| | - Anna A Ivanova
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology
- McGovern Institute for Brain Research, Massachusetts Institute of Technology
- Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology
| | - Giulia Rambelli
- Department of Modern Languages, Literatures and Cultures, University of Bologna
| | - Emmanuele Chersoni
- Department of Chinese and Bilingual Studies, Hong Kong Polytechnic University
| | - Jingyuan Selena She
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology
- McGovern Institute for Brain Research, Massachusetts Institute of Technology
| | | | - Evelina Fedorenko
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology
- McGovern Institute for Brain Research, Massachusetts Institute of Technology
| | - Alessandro Lenci
- Department of Philology, Literature, and Linguistics, University of Pisa
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Li R, Kiran S. Treatment-Induced Recovery Patterns Between Nouns and Verbs in Mandarin-English Bilingual Adults With Aphasia. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 32:2128-2145. [PMID: 37591236 PMCID: PMC10721238 DOI: 10.1044/2023_ajslp-22-00236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 11/24/2022] [Accepted: 04/28/2023] [Indexed: 08/19/2023]
Abstract
PURPOSE This study aimed to investigate treatment effects of naming therapy targeting nouns and verbs in Mandarin-English bilingual adults with aphasia (BWA). METHOD Twelve Mandarin-English bilingual adults with chronic aphasia completed a 40-hr semantic-based naming treatment for either nouns or verbs. Eight of these participants completed both noun and verb treatment, and the other four completed either noun or verb treatment. Participants were trained in either Mandarin or English for both treatment cycles. Weekly naming probes were measured to capture the direct treatment gain and within- and cross-language generalizations. Performance on the standardized language assessments was analyzed to examine further generalizations beyond the word level and to standardized naming tasks. RESULTS Responses in the weekly naming probes showed significant treatment gains in both noun and verb treatment, but the effect was greater in verb treatment. Generalization to semantically related items was captured in noun treatment only. Cross-language generalization was identified in both noun and verb treatment with a larger effect in verb treatment. Additionally, widespread generalizations beyond the word level and to standardized naming tasks were found following both noun and verb treatment, but the effect was larger following noun treatment in discourse and verb naming tasks. CONCLUSIONS Findings from this study suggested robust treatment effects of semantic-based naming treatment targeting nouns and verbs in Mandarin-English BWA. However, patterns of treatment gains and generalizations differed between these word categories. This study provides strong evidence of bilingual aphasia rehabilitation in Mandarin-English BWA. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.23818299.
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Affiliation(s)
- Ran Li
- Human Communication, Development, and Information Sciences, Faculty of Education, The University of Hong Kong, Hong Kong
| | - Swathi Kiran
- Department of Speech, Language & Hearing Sciences, Boston University, MA
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Kueser JB, Horvath S, Borovsky A. Two pathways in vocabulary development: Large-scale differences in noun and verb semantic structure. Cogn Psychol 2023; 143:101574. [PMID: 37209501 PMCID: PMC10832511 DOI: 10.1016/j.cogpsych.2023.101574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 04/25/2023] [Accepted: 05/07/2023] [Indexed: 05/22/2023]
Abstract
In adults, nouns and verbs have varied and multilevel semantic interrelationships. In children, evidence suggests that nouns and verbs also have semantic interrelationships, though the timing of the emergence of these relationships and their precise impact on later noun and verb learning are not clear. In this work, we ask whether noun and verb semantic knowledge in 16-30-month-old children tend to be semantically isolated from one another or semantically interacting from the onset of vocabulary development. Early word learning patterns were quantified using network science. We measured the semantic network structure for nouns and verbs in 3,804 16-30-month-old children at several levels of granularity using a large, open dataset of vocabulary checklist data. In a cross-sectional approach in Experiment 1, early nouns and verbs exhibited stronger network relationships with other nouns and verbs than expected across multiple network levels. Using a longitudinal approach in Experiment 2, we examined patterns of normative vocabulary development over time. Initial noun and verb learning was supported by strong semantic connections to other nouns, whereas later-learned words exhibited strong connections to verbs. Overall, these two experiments suggest that nouns and verbs demonstrate early semantic interactions and that these interactions impact later word learning. Early verb and noun learning is affected by the emergence of noun and verb semantic networks during early lexical development.
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Vela-Candelas J, Català N, Demestre J. Effects of world knowledge on the prediction of upcoming verbs: an eye-tracking study. JOURNAL OF PSYCHOLINGUISTIC RESEARCH 2022; 51:1335-1345. [PMID: 35790654 PMCID: PMC9646587 DOI: 10.1007/s10936-022-09900-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/17/2022] [Indexed: 06/15/2023]
Abstract
Some theories of sentence processing make a distinction between two kinds of meaning: a linguistic meaning encoded at the lexicon (i.e., selectional restrictions), and an extralinguistic knowledge derived from our everyday experiences (i.e., world knowledge). According to such theories, the former meaning is privileged over the latter in terms of the time-course of its access and influence during on-line language comprehension. The present study aims to examine whether world knowledge anomalies (that do not violate selectional restrictions) are rapidly detected during online sentence processing. In an eye-tracking experiment, we used materials in which the likelihood of a specific verb (entrevistar or secuestrar, the Spanish translations for to interview and to kidnap) depended on the agent of the event (periodista or terrorista, the Spanish translations for journalist and terrorist). The results showed an effect of typicality in regression path duration and total reading times at both the verb region and the spillover region, thus providing evidence that world knowledge is rapidly accessed and used during on-line sentence comprehension.
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Affiliation(s)
- Juan Vela-Candelas
- Department of Psychology and CRAMC, Universitat Rovira i Virgili, Tarragona, Spain
| | - Natàlia Català
- Department of Romance Studies, Universitat Rovira i Virgili, Tarragona, Spain
| | - Josep Demestre
- Department of Psychology and CRAMC, Universitat Rovira i Virgili, Tarragona, Spain.
- Departament de Psicologia, Universitat Rovira i Virgili, Carretera de Valls, s/n, 43007, Tarragona, Spain.
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Sheppard SM, Goldberg EB, Sebastian R, Walker A, Meier EL, Hillis AE. Transcranial Direct Current Stimulation Paired With Verb Network Strengthening Treatment Improves Verb Naming in Primary Progressive Aphasia: A Case Series. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2022; 31:1736-1754. [PMID: 35605599 PMCID: PMC9531928 DOI: 10.1044/2022_ajslp-21-00272] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 02/16/2022] [Accepted: 03/10/2022] [Indexed: 06/15/2023]
Abstract
PURPOSE There are few evidence-based treatments for language deficits in primary progressive aphasia (PPA). PPA treatments are often adopted from the poststroke aphasia literature. The poststroke aphasia literature has shown promising results using Verb Network Strengthening Treatment (VNeST), a behavioral therapy that focuses on improving naming by producing verbs and their arguments in phrases and sentences. Emerging research in poststroke aphasia and PPA has shown promising results pairing behavioral language therapy with transcranial direct current stimulation (tDCS). METHOD This study used a double-blind, within-subjects, sham-controlled crossover design to study the effect of anodal tDCS applied to left inferior frontal gyrus (IFG) plus VNeST versus VNeST plus sham stimulation in two individuals with nonfluent variant PPA and one individual with logopenic variant PPA. Participants received two phases of treatment, each with 15 1-hr sessions of VNeST. One phase paired VNeST with tDCS stimulation, and one with sham. For each phase, language testing was conducted at baseline, and at 1 week and 8 weeks posttreatment conclusion. For each participant, treatment efficacy was evaluated for each treatment phase by comparing the mean change in accuracy between baseline and the follow-up time points for naming trained verbs (primary outcome measure), untrained verbs, and nouns on the Object and Action Naming Battery. Mean change from baseline was also directly compared between tDCS and sham phases at each time point. RESULTS Results revealed a different pattern of outcomes for each of the participants. A tDCS advantage was not found for trained verbs for any participant. Two participants with nonfluent variant PPA had a tDCS advantage for generalization to naming of untrained verbs, which was apparent at 1 week and 8 weeks posttreatment. One participant with nonfluent variant also showed evidence of generalization to sentence production in the tDCS phase. CONCLUSION VNeST plus anodal tDCS stimulation of left IFG shows promising results for improving naming in PPA.
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Affiliation(s)
- Shannon M. Sheppard
- Department of Communication Sciences and Disorders, Chapman University, Irvine, CA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Emily B. Goldberg
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Rajani Sebastian
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Alexandra Walker
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Erin L. Meier
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Communication Sciences and Disorders, Northeastern University, Boston, MA
| | - Argye E. Hillis
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Cognitive Science, Krieger School of Arts and Sciences, Johns Hopkins University, Baltimore, MD
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Pishghadam R, Jajarmi H, Shayesteh S, Khodaverdi A, Nassaji H. Vocabulary Repetition Following Multisensory Instruction Is Ineffective on L2 Sentence Comprehension: Evidence From the N400. Front Psychol 2022; 13:707234. [PMID: 35153946 PMCID: PMC8834063 DOI: 10.3389/fpsyg.2022.707234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Accepted: 01/03/2022] [Indexed: 12/02/2022] Open
Abstract
Putting the principles of multisensory teaching into practice, this study investigated the effect of audio-visual vocabulary repetition on L2 sentence comprehension. Forty participants were randomly assigned to experimental and control groups. A sensory-based model of instruction (i.e., emotioncy) was used to teach a list of unfamiliar vocabularies to the two groups. Following the instruction, the experimental group repeated the instructed words twice, while the control group received no vocabulary repetition. Afterward, their electrophysiological neural activities were recorded through electroencephalography while doing a sentence acceptability judgment task with 216 sentences under acceptable (correct) and unacceptable (pragmatically violated) conditions. A one-way analysis of variance (ANOVA), a multivariate analysis of variance (MANOVA), and a Bayesian repeated-measures ANOVA were used to compare the behavioral and neurocognitive responses [N400 as the main language-related event-related brain potential (ERP) effect] of the two groups. The results showed no significant N400 amplitude difference in favor of any of the groups. The findings corroborated the ineffectiveness of two repetitions preceded by multisensory instruction on L2 sentence comprehension.
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Affiliation(s)
- Reza Pishghadam
- Department of English, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Haniyeh Jajarmi
- Department of English, Bahar Institute of Higher Education, Mashhad, Iran
| | | | - Azin Khodaverdi
- Department of English, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Hossein Nassaji
- Department of English, University of Victoria, Victoria, BC, Canada
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Özge D, Kornfilt J, Maquate K, Küntay AC, Snedeker J. German-speaking children use sentence-initial case marking for predictive language processing at age four. Cognition 2021; 221:104988. [PMID: 34953270 DOI: 10.1016/j.cognition.2021.104988] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 08/14/2021] [Accepted: 12/05/2021] [Indexed: 11/03/2022]
Abstract
Adults incrementally integrate multiple sources of information to predict the upcoming linguistic structure. Although we have substantial evidence that children can use lexicosemantic information triggered by the verb, we have limited information as to whether children can use morphosyntax to generate predictions during the course of processing. Previous studies show that four-year-old Turkish-speaking children can use case-marking cues predictively; however German-speaking children have been reported to fail until late in development. The present visual-world eye-tracking study provides the first evidence from four-year-old German-speaking children (mean age: 4;03) interpreting sentence initial case marking cues independent of the identity of the verb and the canonical word order to predict the thematic role of the upcoming argument. We presented children with a visual context with a stereotypical but ambiguous event, the thematic structure of which can be resolved only on the basis of the case marking cues on subject-initial and object-initial structures locating the verb sentence-finally. Children were able to use the accusative case on the non-canonical object-initial utterances to predict that the upcoming argument should have the agent role before this argument and the verb became available. This study shows that the previously reported discrepancy between these two case-marking languages (i.e., Turkish and German) is not due to the crosslinguistic differences but due to methodological differences employed across studies. These findings provide support for language acquisition theories assuming early abstractions and adult-like parsing mechanisms predictively integrating multiple sources of cues.
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Affiliation(s)
- Duygu Özge
- Middle East Technical University, Turkey; Harvard University, United States of America.
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Foppolo F, Bosch JE, Greco C, Carminati MN, Panzeri F. Draw a Star and Make it Perfect: Incremental Processing of Telicity. Cogn Sci 2021; 45:e13052. [PMID: 34614240 DOI: 10.1111/cogs.13052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 03/30/2021] [Accepted: 05/10/2021] [Indexed: 11/30/2022]
Abstract
Predicates like "coloring-the-star" denote events that have a temporal duration and a culmination point (telos). When combined with perfective aspect (e.g., "Valeria has colored the star"), a culmination inference arises implying that the action has stopped, and the star is fully colored. While the perfective aspect is known to constrain the conceptualization of the event as telic, many reading studies have demonstrated that readers do not make early commitments as to whether the event is bounded or unbounded. A few visual-world studies tested the processing of telic predicates during online sentence processing, demonstrating an early integration of aspectual and temporal cues. By employing the visual-world paradigm, we tested the incremental processing of the perfective aspect in Italian in two eye-tracking studies in which listeners heard durative predicates in the perfective form in a scenario showing a completed and a non-completed event. Differently from previous studies, we compared telic durative predicates such as "coloring-the-star" to punctual predicates such as "lighting-the-candle." While for punctual predicates, the inferences of telicity (the event has a telos) and of culmination (the telos is reached) are lexically encoded in the perfective verb, for durative predicates, the degree of event completion (visually encoded) needs to be integrated with perfective aspect (linguistically encoded) for the culmination inference derivation. By modulating the interaction of visual and linguistic stimuli across the two experiments, we show that the verb's perfective aspect triggers the culmination inference incrementally during sentence processing, offering novel evidence for the continuous integration of linguistic processing with real-world visual information.
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Stoll H, de Wit MM, Middleton EL, Buxbaum LJ. Treating limb apraxia via action semantics: a preliminary study. Neuropsychol Rehabil 2021; 31:1145-1162. [PMID: 32429797 PMCID: PMC7674248 DOI: 10.1080/09602011.2020.1762672] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 04/15/2020] [Indexed: 10/24/2022]
Abstract
Limb apraxia is evident in approximately 50% of patients after left hemisphere cerebral vascular accident (LCVA) and increases disability and caregiver dependence. Individuals with apraxia exhibit abnormalities in spatio-temporal aspects of gesture production and/or in knowledge of tool-related actions (action semantics). This preliminary study of three LCVA participants aimed to (i) explore the efficacy of a novel Action Network Treatment (ANT) that focused on improving the semantic association between tool actions and other types of tool knowledge, an intervention inspired by successful semantic network treatments in aphasia (e.g., Edmonds et al., 2009), and (ii) explore whether there are individuals with apraxia who benefit from ANT relative to a version of a comparatively well-studied existing apraxia treatment (Smania et al., 2006; Smania et al., 2000) that shapes gesture via focus on practicing the spatio-temporal aspects of gesture production (Tool Use Treatment or TUT). One participant demonstrated treatment benefits from both ANT and TUT, while another only benefited from TUT. These findings indicate that our novel semantic network strengthening approach to gesture training may be efficacious in at least some individuals with apraxia, and provide a foundation for future study of the characteristics of people with apraxia who benefit from each approach.
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Affiliation(s)
| | | | | | - Laurel J. Buxbaum
- Moss Rehabilitation Research Institute, Elkins Park, PA
- Department of Rehabilitation Medicine, Thomas Jefferson University, Philadelphia, PA
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Simeon KM, Grieco-Calub TM. The Impact of Hearing Experience on Children's Use of Phonological and Semantic Information During Lexical Access. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2021; 64:2825-2844. [PMID: 34106737 PMCID: PMC8632499 DOI: 10.1044/2021_jslhr-20-00547] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 01/14/2021] [Accepted: 03/02/2021] [Indexed: 06/12/2023]
Abstract
Purpose The purpose of this study was to examine the extent to which phonological competition and semantic priming influence lexical access in school-aged children with cochlear implants (CIs) and children with normal acoustic hearing. Method Participants included children who were 5-10 years of age with either normal hearing (n = 41) or bilateral severe to profound sensorineural hearing loss and used CIs (n = 13). All participants completed a two-alternative forced-choice task while eye gaze to visual images was recorded and quantified during a word recognition task. In this task, the target image was juxtaposed with a competitor image that was either a phonological onset competitor (i.e., shared the same initial consonant-vowel-consonant syllable as the target) or an unrelated distractor. Half of the trials were preceded by an image prime that was semantically related to the target image. Results Children with CIs showed evidence of phonological competition during real-time processing of speech. This effect, however, was less and occurred later in the time course of speech processing than what was observed in children with normal hearing. The presence of a semantically related visual prime reduced the effects of phonological competition in both groups of children but to a greater degree in children with CIs. Conclusions Children with CIs were able to process single words similarly to their counterparts with normal hearing. However, children with CIs appeared to have increased reliance on surrounding semantic information compared to their normal-hearing counterparts.
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Affiliation(s)
- Katherine M. Simeon
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
| | - Tina M. Grieco-Calub
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL
- Hugh Knowles Hearing Center, Northwestern University, Evanston, IL
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12
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Fischer E, Sytsma J. Zombie intuitions. Cognition 2021; 215:104807. [PMID: 34153926 DOI: 10.1016/j.cognition.2021.104807] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 06/01/2021] [Accepted: 06/07/2021] [Indexed: 11/24/2022]
Abstract
In philosophical thought experiments, as in ordinary discourse, our understanding of verbal case descriptions is enriched by automatic comprehension inferences. Such inferences have us routinely infer what else is also true of the cases described. We consider how such routine inferences from polysemous words can generate zombie intuitions: intuitions that are 'killed' (defeated) by contextual information but kept cognitively alive by the psycholinguistic phenomenon of linguistic salience bias. Extending 'evidentiary' experimental philosophy, this paper examines whether the 'zombie argument' against materialism is built on zombie intuitions. We examine the hypothesis that contextually defeated stereotypical inferences from the noun 'zombie' influence intuitions about 'philosophical zombies'. We document framing effects ('zombie' vs 'duplicate') predicted by the hypothesis. Findings undermine intuitions about the conceivability of 'philosophical zombies' and address the philosophical 'hard problem of consciousness'. Findings support a deflationary response: The impression that principled obstacles prevent scientific explanation of how physical processes give rise to conscious experience is generated by philosophical arguments that rely on epistemically deficient intuitions.
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Affiliation(s)
- Eugen Fischer
- University of East Anglia, School of Politics, Philosophy, Language and Communication Studies, Chancellor's Drive, Norwich NR4 7TJ, United Kingdom..
| | - Justin Sytsma
- Victoria University of Wellington, School of History, Philosophy, Political Science and International Relations, MY 713 Murphy Building, 21D Kelburn Parade, Wellington, New Zealand..
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Dwivedi VD, Selvanayagam J. Effects of Dispositional Affect on the N400: Language Processing and Socially Situated Context. Front Psychol 2021; 12:566894. [PMID: 33868066 PMCID: PMC8044537 DOI: 10.3389/fpsyg.2021.566894] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 03/10/2021] [Indexed: 11/13/2022] Open
Abstract
We examined whether the N400 Event-Related Potential (ERP) component would be modulated by dispositional affect during sentence processing. In this study, 33 participants read sentences manipulated by direct object type (congruent vs. incongruent) and object determiner type (definite vs. demonstrative). We were particularly interested in sentences of the form: (i) The connoisseur tasted the wine on the tour vs. (ii) The connoisseur tasted the # roof … We expected that processing incongruent direct objects (#roof) vs. congruent objects (wine) would elicit N400 effects. Previous ERP language experiments have shown that participants in (induced) positive and negative moods were differentially sensitive to semantic anomaly, resulting in different N400 effects. Presently, we ask whether individual dispositional affect scores (as measured by the Positive and Negative Affect Schedule; PANAS) would modulate N400 effects as shown previously. Namely, previous results showed larger N400 effects associated with happy moods and attenuated amplitudes associated with sad moods. Results revealed significant N400 effects, driven by the #roof vs. the wine, where larger amplitude differences were found for individuals showing smaller negative affect (NA) scores, thus partially replicating previous findings. We discuss our results in terms of theories of local (lexical) inhibition, such that low NA promotes stronger lexico-semantic links in sentences. Finally, our results support accounts of language processing that include social and biological characteristics of individuals during real-time sentence comprehension.
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Affiliation(s)
- Veena D Dwivedi
- Department of Psychology and Centre for Neuroscience, Brock University, St. Catharines, ON, Canada
| | - Janahan Selvanayagam
- Department of Physiology and Pharmacology, University of Western Ontario, London, ON, Canada
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Not all arguments are processed equally: a distributional model of argument complexity. LANG RESOUR EVAL 2021. [DOI: 10.1007/s10579-021-09533-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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15
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Nadeau SE. Basal Ganglia and Thalamic Contributions to Language Function: Insights from A Parallel Distributed Processing Perspective. Neuropsychol Rev 2021; 31:495-515. [PMID: 33512608 DOI: 10.1007/s11065-020-09466-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 11/10/2020] [Indexed: 11/25/2022]
Abstract
Cerebral representations are encoded as patterns of activity involving billions of neurons. Parallel distributed processing (PDP) across these neuronal populations provides the basis for a number of emergent properties: 1) processing occurs and knowledge (long term memories) is stored (as synaptic connection strengths) in exactly the same networks; 2) networks have the capacity for setting into stable attractor states corresponding to concepts, symbols, implicit rules, or data transformations; 3) networks provide the scaffold for the acquisition of knowledge but knowledge is acquired through experience; 4) PDP networks are adept at incorporating the statistical regularities of experience as well as frequency and age of acquisition effects; 5) networks enable content-addressable memory; 6) because knowledge is distributed throughout networks, they exhibit the property of graceful degradation; 7) networks intrinsically provide the capacity for inference. This paper details the features of the basal ganglia and thalamic systems (recurrent and distributed connectivity) that support PDP. The PDP lens and an understanding of the attractor trench dynamics of the basal ganglia provide a natural explanation for the peculiar dysfunctions of Parkinson's disease and the mechanisms by which dopamine deficiency is causal. The PDP lens, coupled with the fact that the basal ganglia of humans bears strong homology to the basal ganglia of lampreys and the central complex of arthropods, reveals that the fundamental function of the basal ganglia is computational and involves the reduction of the vast dimensionality of a complex multi-dimensional array of sensorimotor input into the optimal choice from a small repertoire of behavioral options - the essence of reactive intention (automatic responses to sensory input). There is strong evidence that the sensorimotor basal ganglia make no contributions to cognitive or motor function in humans but can cause serious dysfunction when pathological. It appears that humans, through the course of evolution, have developed cortical capacities (working memory and volitional and reactive attention) for managing sensory input, however complex, that obviate the need for the basal ganglia. The functions of the dorsal tier thalamus, however, even viewed with an understanding of the properties of population encoded representations, remain somewhat more obscure. Possibilities include the enabling of attractor state constellations that optimize function by taking advantage of simultaneous input from multiple cortical areas; selective engagement of cortical representations; and support of the gamma frequency synchrony that enables binding of the multiple network representations that comprise a full concept representation.
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Affiliation(s)
- Stephen E Nadeau
- Research Service and the Brain Rehabilitation Research Center, Malcom Randall VA Medical Center and the Department of Neurology, University of Florida College of Medicine, 1601 SW Archer Road, Gainesville, FL, 32608-1197, US.
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Dresang HC, Warren T, Hula WD, Dickey MW. Rational Adaptation in Using Conceptual Versus Lexical Information in Adults With Aphasia. Front Psychol 2021; 12:589930. [PMID: 33584469 PMCID: PMC7876333 DOI: 10.3389/fpsyg.2021.589930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 01/05/2021] [Indexed: 11/29/2022] Open
Abstract
The information theoretic principle of rational adaptation predicts that individuals with aphasia adapt to their language impairments by relying more heavily on comparatively unimpaired non-linguistic knowledge to communicate. This prediction was examined by assessing the extent to which adults with chronic aphasia due to left-hemisphere stroke rely more on conceptual rather than lexical information during verb retrieval, as compared to age-matched neurotypical controls. A primed verb naming task examined the degree of facilitation each participant group received from either conceptual event-related or lexical collocate cues, compared to unrelated baseline cues. The results provide evidence that adults with aphasia received amplified facilitation from conceptual cues compared to controls, whereas healthy controls received greater facilitation from lexical cues. This indicates that adaptation to alternative and relatively unimpaired information may facilitate successful word retrieval in aphasia. Implications for models of rational adaptation and clinical neurorehabilitation are discussed.
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Affiliation(s)
- Haley C. Dresang
- Department of Communication Science and Disorders, University of Pittsburgh, Pittsburgh, PA, United States
- Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, United States
- VA Pittsburgh Healthcare System, Pittsburgh, PA, United States
| | - Tessa Warren
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, PA, United States
| | - William D. Hula
- Department of Communication Science and Disorders, University of Pittsburgh, Pittsburgh, PA, United States
- VA Pittsburgh Healthcare System, Pittsburgh, PA, United States
| | - Michael Walsh Dickey
- Department of Communication Science and Disorders, University of Pittsburgh, Pittsburgh, PA, United States
- Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, United States
- VA Pittsburgh Healthcare System, Pittsburgh, PA, United States
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Nadeau SE. Neural mechanisms of emotions, alexithymia, and depression. HANDBOOK OF CLINICAL NEUROLOGY 2021; 183:299-313. [PMID: 34389124 DOI: 10.1016/b978-0-12-822290-4.00014-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
This chapter brings the powerful conceptual tools of the science of parallel distributed processing (PDP) to bear on the cognitive neuroscience of emotions discussed in this book. Cerebral representations are encoded as patterns of activity involving billions of neurons. PDP across these neuronal populations provides the basis for a number of emergent properties: (1) processing occurs and knowledge (long term memories) is stored (as synaptic connection strengths) in exactly the same networks; (2) networks have the capacity for setting into stable attractor states corresponding to concepts, symbols, implicit rules, or data transformations; (3) networks provide the scaffold for the acquisition of knowledge, but knowledge is acquired through experience; (4) PDP networks are adept at incorporating the statistical regularities of experience as well as frequency and age of acquisition effects; (5) networks enable content-addressable memory; (6) because knowledge is distributed throughout networks, they exhibit the property of graceful degradation; (7) networks intrinsically provide the capacity for inference. With this perspective, I propose a new model of emotional function that reasonably accounts for the effects of focal lesions at various points (insula, orbitofrontal cortex, convexity cortex, and intervening white matter) due to stroke, trauma, surgery, and degenerative disease, as reflected in disorders of affective prosody, facial emotional comprehension and expression, emotional behavior, and personality. I consider a modification of the James Lange theory that takes into account the role of a lifetime of subjective knowledge acquisition by the orbitofrontal cortex. Alexithymia is conceptualized as a disorder of the insula/orbitofrontal cortex/dorsolateral prefrontal cortex (DL-PFC) system, the function of which can be disrupted by degradation of knowledge at a number of different locations. Finally, I consider the possibility that depression reflects pathological learning involving the medial and lateral orbitofrontal cortices such that there is a pathologic engagement of the two regions, as suggested by Rolls. I conclude with a consideration of the peculiar responsivity of depression to serotonergic and noradrenergic agents, as well as to surgical orbitofrontal undercutting, and what that might be telling us about the mechanisms of depression and its treatment.
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Affiliation(s)
- Stephen E Nadeau
- Research Service and the Brain Rehabilitation Research Center, Malcom Randall Veteran Affairs Medical Center, Gainesville, FL, United States; Department of Neurology, College of Medicine, University of Florida, Gainesville, FL, United States.
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Rofes A, de Aguiar V, Ficek B, Wendt H, Webster K, Tsapkini K. The Role of Word Properties in Performance on Fluency Tasks in People with Primary Progressive Aphasia. J Alzheimers Dis 2020; 68:1521-1534. [PMID: 30909222 DOI: 10.3233/jad-180990] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
People with primary progressive aphasia (PPA) present language difficulties that require lengthy assessments and follow-ups. Despite individual differences, people with PPA are often classified into three variants that present some distinctive language difficulties. We analyzed the data of 6 fluency tasks (i.e., "F", "A", "S", "Fruits", "Animals", "Vegetables"). We used random forests to pinpoint relevant word properties and error types in the classification of the three PPA variants, conditional inference trees to indicate how relevant variables may interact with one another and ANOVAs to cross-validate the results. Results indicate that total word count helps distinguish healthy individuals (N = 10) from people with PPA (N = 29). Furthermore, mean familiarity differentiates people with svPPA (N = 8) from people with lvPPA (N = 10) and nfvPPA (N = 11). No other word property or error type was relevant in the classification. These results relate to previous literature, as familiarity effects have been reported in people with svPPA in naming and spontaneous speech. Also, they strengthen the relevance of using familiarity to identify a specific group of people with PPA. This paper enhances our understanding of what determines word retrieval in people with PPA, complementing and extending data from naming studies.
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Affiliation(s)
- Adrià Rofes
- Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland.,Department of Neurology, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Vânia de Aguiar
- Department of Neurology, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Bronte Ficek
- Department of Neurology, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Haley Wendt
- Department of Neurology, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Kimberly Webster
- Department of Neurology, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Kyrana Tsapkini
- Department of Neurology, Johns Hopkins Medicine, Baltimore, MD, USA
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Nadeau SE. Neural Population Dynamics and Cognitive Function. Front Hum Neurosci 2020; 14:50. [PMID: 32226366 PMCID: PMC7080985 DOI: 10.3389/fnhum.2020.00050] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 02/04/2020] [Indexed: 12/27/2022] Open
Abstract
Representations in the brain are encoded as patterns of activity of large populations of neurons. The science of population encoded representations, also known as parallel distributed processing (PDP), achieves neurological verisimilitude and has been able to account for a large number of cognitive phenomena in normal people, including reaction times (and reading latencies), stimulus recognition, the effect of stimulus salience on attention, perceptual invariance, simultaneous egocentric and allocentric visual processing, top-down/bottom-up processing, language errors, the effect of statistical regularities of experience, frequency, and age of acquisition, instantiation of rules and symbols, content addressable memory and the capacity for pattern completion, preservation of function in the face of noisy or distorted input, inference, parallel constraint satisfaction, the binding problem and gamma coherence, principles of hippocampal function, the location of knowledge in the brain, limitations in the scope and depth of knowledge acquired through experience, and Piagetian stages of cognitive development. PDP studies have been able to provide a coherent account for impairment in a variety of language functions resulting from stroke or dementia in a large number of languages and the phenomenon of graceful degradation observed in such studies. They have also made important contributions to our understanding of attention (including hemispatial neglect), emotional function, executive function, motor planning, visual processing, decision making, and neuroeconomics. The relationship of neural network population dynamics to electroencephalographic rhythms is starting to emerge. Nevertheless, PDP approaches have scarcely penetrated major areas of study of cognition, including neuropsychology and cognitive neuropsychology, as well as much of cognitive psychology. This article attempts to provide an overview of PDP principles and applications that addresses a broader audience.
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Affiliation(s)
- Stephen E. Nadeau
- Research Service and the Brain Rehabilitation Research Center, Malcom Randall VA Medical Center, Department of Neurology, College of Medicine, University of Florida, Gainesville, FL, United States
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Meyer AM, Snider SF, McGowan SA, Tippett DC, Hillis AE, Friedman RB. Grammatical Ability Predicts Relative Action Naming Impairment in Primary Progressive Aphasia. APHASIOLOGY 2020; 34:664-674. [PMID: 33716376 PMCID: PMC7954137 DOI: 10.1080/02687038.2020.1734527] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 02/20/2020] [Indexed: 06/12/2023]
Abstract
BACKGROUND Findings from several studies have indicated that participants with nfvPPA and participants with svPPA exhibit different patterns on action and object naming tasks, while other recent studies have found that neither participants with nfvPPA nor participants with svPPA show a significant difference in accuracy between object naming and action naming. AIMS The goal of this study was to test the hypothesis that relative action naming impairment is associated with grammatical ability in PPA, rather than a specific subtype of PPA. METHODS & PROCEDURES Thirty-four participants with PPA completed the Boston Naming Test, the Action Naming subtest of the Boston Diagnostic Aphasia Examination, and the Northwestern Anagram Test, which was used to measure grammatical ability. Z-scores for the two naming tasks were calculated based on normative data from unimpaired controls. For each participant with PPA, the relative action naming impairment was calculated by subtracting the object naming z-score from the action naming z-score. Linear regression analysis was then used to evaluate the role of grammatical ability as a predictor of relative action naming impairment, while controlling for age, education, cognitive ability (as measured by the Montreal Cognitive Assessment), and semantic ability (as measured by the Pyramids and Palm Trees test). The interaction between grammatical ability and each control variable was also examined. OUTCOMES & RESULTS The main effect of grammatical ability was a significant predictor of relative action naming impairment, while none of the control variables was a significant predictor. However, the interaction between grammatical ability and semantic ability was also significant. CONCLUSIONS Individuals who have both grammatical impairment and semantic impairment have the largest relative action naming impairment. These individuals may benefit from a treatment that focuses on the retrieval of verbs and their arguments.
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Affiliation(s)
- Aaron M. Meyer
- Center for Aphasia Research and Rehabilitation, Georgetown University Medical Center
| | - Sarah F. Snider
- Center for Aphasia Research and Rehabilitation, Georgetown University Medical Center
| | - Shelby A. McGowan
- Center for Aphasia Research and Rehabilitation, Georgetown University Medical Center
| | | | | | - Rhonda B. Friedman
- Center for Aphasia Research and Rehabilitation, Georgetown University Medical Center
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Abstract
Events make up much of our lived experience, and the perceptual mechanisms that represent events in experience have pervasive effects on action control, language use, and remembering. Event representations in both perception and memory have rich internal structure and connections one to another, and both are heavily informed by knowledge accumulated from previous experiences. Event perception and memory have been identified with specific computational and neural mechanisms, which show protracted development in childhood and are affected by language use, expertise, and brain disorders and injuries. Current theoretical approaches focus on the mechanisms by which events are segmented from ongoing experience, and emphasize the common coding of events for perception, action, and memory. Abetted by developments in eye-tracking, neuroimaging, and computer science, research on event perception and memory is moving from small-scale laboratory analogs to the complexity of events in the wild.
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Affiliation(s)
- Jeffrey M Zacks
- Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, Missouri 63130, USA;
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Kendall DL, Moldestad MO, Allen W, Torrence J, Nadeau SE. Phonomotor Versus Semantic Feature Analysis Treatment for Anomia in 58 Persons With Aphasia: A Randomized Controlled Trial. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2019; 62:4464-4482. [PMID: 31805247 DOI: 10.1044/2019_jslhr-l-18-0257] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Purpose The ultimate goal of anomia treatment should be to achieve gains in exemplars trained in the therapy session, as well as generalization to untrained exemplars and contexts. The purpose of this study was to test the efficacy of phonomotor treatment, a treatment focusing on enhancement of phonological sequence knowledge, against semantic feature analysis (SFA), a lexical-semantic therapy that focuses on enhancement of semantic knowledge and is well known and commonly used to treat anomia in aphasia. Method In a between-groups randomized controlled trial, 58 persons with aphasia characterized by anomia and phonological dysfunction were randomized to receive 56-60 hr of intensively delivered treatment over 6 weeks with testing pretreatment, posttreatment, and 3 months posttreatment termination. Results There was no significant between-groups difference on the primary outcome measure (untrained nouns phonologically and semantically unrelated to each treatment) at 3 months posttreatment. Significant within-group immediately posttreatment acquisition effects for confrontation naming and response latency were observed for both groups. Treatment-specific generalization effects for confrontation naming were observed for both groups immediately and 3 months posttreatment; a significant decrease in response latency was observed at both time points for the SFA group only. Finally, significant within-group differences on the Comprehensive Aphasia Test-Disability Questionnaire (Swinburn, Porter, & Howard, 2004) were observed both immediately and 3 months posttreatment for the SFA group, and significant within-group differences on the Functional Outcome Questionnaire (Glueckauf et al., 2003) were found for both treatment groups 3 months posttreatment. Discussion Our results are consistent with those of prior studies that have shown that SFA treatment and phonomotor treatment generalize to untrained words that share features (semantic or phonological sequence, respectively) with the training set. However, they show that there is no significant generalization to untrained words that do not share semantic features or phonological sequence features.
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Affiliation(s)
- Diane L Kendall
- Rehabilitation Research and Development Service, VA Puget Sound DVA Medical Center, Seattle, WA
- Department of Speech & Hearing Sciences, University of Washington, Seattle
- University of Pretoria, South Africa
| | - Megan Oelke Moldestad
- Rehabilitation Research and Development Service, VA Puget Sound DVA Medical Center, Seattle, WA
- Department of Speech & Hearing Sciences, University of Washington, Seattle
| | - Wesley Allen
- Rehabilitation Research and Development Service, VA Puget Sound DVA Medical Center, Seattle, WA
- Department of Speech & Hearing Sciences, University of Washington, Seattle
- Department of Speech and Hearing Sciences, Portland State University, OR
| | - Janaki Torrence
- Department of Speech & Hearing Sciences, University of Washington, Seattle
| | - Stephen E Nadeau
- Research Service, Malcom Randall VA Medical Center, Gainesville, FL
- Department of Neurology, University of Florida College of Medicine, Gainesville
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Abstract
The status of thematic roles such as Agent and Patient in cognitive science is highly controversial: To some they are universal components of core knowledge, to others they are scholarly fictions without psychological reality. We address this debate by posing two critical questions: to what extent do humans represent events in terms of abstract role categories, and to what extent are these categories shaped by universal cognitive biases? We review a range of literature that contributes answers to these questions: psycholinguistic and event cognition experiments with adults, children, and infants; typological studies grounded in cross-linguistic data; and studies of emerging sign languages. We pose these questions for a variety of roles and find that the answers depend on the role. For Agents and Patients, there is strong evidence for abstract role categories and a universal bias to distinguish the two roles. For Goals and Recipients, we find clear evidence for abstraction but mixed evidence as to whether there is a bias to encode Goals and Recipients as part of one or two distinct categories. Finally, we discuss the Instrumental role and do not find clear evidence for either abstraction or universal biases to structure instrumental categories.
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Affiliation(s)
- Lilia Rissman
- Center for Language Studies, Radboud University, Nijmegen, The Netherlands.
- Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands.
| | - Asifa Majid
- Department of Psychology, University of York, York, UK
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Dresang HC, Dickey MW, Warren TC. Semantic memory for objects, actions, and events: A novel test of event-related conceptual semantic knowledge. Cogn Neuropsychol 2019; 36:313-335. [PMID: 31451020 PMCID: PMC7042074 DOI: 10.1080/02643294.2019.1656604] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 07/20/2019] [Accepted: 08/11/2019] [Indexed: 10/26/2022]
Abstract
People possess significant knowledge about how real-world events typically unfold. Such event-related semantic memory connects action and object knowledge, is essential for multiple stages of language processing, and may be impaired in neurological conditions like aphasia. However, current assessments are not well designed for measuring this knowledge. This study presents and tests a novel measure of event-related semantic memory. Task-performance data were collected from unimpaired adults across the lifespan and a sample of stroke survivors with aphasia. Individuals with aphasia also completed measures of language processing and action-/object-related semantic memory, to establish the novel measure's convergent validity. Results demonstrate that performance on the event-knowledge measure correlated with action and object semantic-memory measures and was also associated with a broader range of language-processing performance than other semantic-memory measures. These findings suggest that the novel measure can be used to detect the presence and impact of event-knowledge impairments in neurological conditions.
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Affiliation(s)
- Haley C. Dresang
- Department of Communication Science and Disorders, University of Pittsburgh, 4028 Forbes Tower Pittsburgh, PA, 15260, USA
- VA Pittsburgh Healthcare System, 4100 Allequippa Street, Pittsburgh, PA, 15261, USA
- Center for the Neural Basis of Cognition, Carnegie Mellon University, 4400 Fifth Avenue #115, Pittsburgh, PA, 15213, USA
| | - Michael Walsh Dickey
- Department of Communication Science and Disorders, University of Pittsburgh, 4028 Forbes Tower Pittsburgh, PA, 15260, USA
- VA Pittsburgh Healthcare System, 4100 Allequippa Street, Pittsburgh, PA, 15261, USA
- Center for the Neural Basis of Cognition, Carnegie Mellon University, 4400 Fifth Avenue #115, Pittsburgh, PA, 15213, USA
| | - Tessa C. Warren
- Learning Research and Development Center, University of Pittsburgh, 3939 O’Hara Street, Pittsburgh, PA, 15260, USA
- Department of Psychology, University of Pittsburgh, Sennott Square, 3rd Floor, 210 South Bouquet Street, Pittsburgh, PA, 15260, USA
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Mamashli F, Khan S, Obleser J, Friederici AD, Maess B. Oscillatory dynamics of cortical functional connections in semantic prediction. Hum Brain Mapp 2019; 40:1856-1866. [PMID: 30537025 PMCID: PMC6865711 DOI: 10.1002/hbm.24495] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 11/20/2018] [Accepted: 11/28/2018] [Indexed: 01/22/2023] Open
Abstract
An event related potential, known as the N400, has been particularly useful in investigating language processing as it serves as a neural index for semantic prediction. There are numerous studies on the functional segregation of N400 neural sources; however, the oscillatory dynamics of functional connections among the relevant sources has remained elusive. In this study we acquired magnetoencephalography data during a classic N400 paradigm, where the semantic predictability of a fixed target noun was manipulated in simple German sentences. We conducted inter-regional functional connectivity (FC) and time-frequency analysis on known regions of the semantic network, encompassing bilateral temporal, and prefrontal cortices. Increased FC was found in less predicted (LP) nouns compared with highly predicted (HP) nouns in three connections: (a) right inferior frontal gyrus (IFG) and right middle temporal gyrus (MTG) from 0 to 300 ms mainly within the alpha band, (b) left lateral orbitofrontal (LOF) and right IFG around 400 ms within the beta band, and (c) left superior temporal gyrus (STG) and left LOF from 300 to 700 ms in the beta and low gamma bands. Furthermore, gamma spectral power (31-70 Hz) was stronger in HP nouns than in LP nouns in left anterior temporal cortices in earlier time windows (0-200 ms). Our findings support recent theories in language comprehension, suggesting fronto-temporal top-down connections are mainly mediated through beta oscillations while gamma band frequencies are involved in matching between prediction and input.
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Affiliation(s)
- Fahimeh Mamashli
- Department of RadiologyMassachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical SchoolBostonMassachusetts
| | - Sheraz Khan
- Department of RadiologyMassachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical SchoolBostonMassachusetts
| | - Jonas Obleser
- Department of PsychologyUniversity of LübeckLübeckGermany
| | - Angela D. Friederici
- Department of NeuropsychologyMax Planck Institute for Human Cognitive and Brain SciencesLeipzigGermany
| | - Burkhard Maess
- MEG and Cortical Networks Group, Max Planck Institute for Human Cognitive and Brain SciencesLeipzigGermany
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Özge D, Küntay A, Snedeker J. Why wait for the verb? Turkish speaking children use case markers for incremental language comprehension. Cognition 2019; 183:152-180. [DOI: 10.1016/j.cognition.2018.10.026] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Revised: 10/19/2018] [Accepted: 10/29/2018] [Indexed: 11/26/2022]
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Abstract
When reading a text describing an everyday activity, comprehenders build a model of the situation described that includes prior knowledge of the entities, locations, and sequences of actions that typically occur within the event. Previous work has demonstrated that such knowledge guides the processing of incoming information by making event boundaries more or less expected. In the present ERP study, we investigated whether comprehenders' expectations about event boundaries are influenced by how elaborately common events are described in the context. Participants read short stories in which a common activity (e.g., washing the dishes) was described either in brief or in an elaborate manner. The final sentence contained a target word referring to a more predictable action marking a fine event boundary (e.g., drying) or a less predictable action, marking a coarse event boundary (e.g., jogging). The results revealed a larger N400 effect for coarse event boundaries compared to fine event boundaries, but no interaction with description length. Between 600 and 1000 ms, however, elaborate contexts elicited a larger frontal positivity compared to brief contexts. This effect was largely driven by less predictable targets, marking coarse event boundaries. We interpret the P600 effect as indexing the updating of the situation model at event boundaries, consistent with Event Segmentation Theory (EST). The updating process is more demanding with coarse event boundaries, which presumably require the construction of a new situation model.
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Distinctive semantic features in the healthy adult brain. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2018; 19:296-308. [PMID: 30426310 DOI: 10.3758/s13415-018-00668-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The role of semantic features, which are distinctive (e.g., a zebra's stripes) or shared (e.g. has four legs) for accessing a concept, has been studied in detail in early neurodegenerative disease such as semantic dementia (SD). However, potential neural underpinnings of such processing have not been studied in healthy adults. The current study examines neural activation patterns using fMRI while participants completed a feature verification task, in which they identified shared or distinctive semantic features for a set of natural kinds and man-made artifacts. The results showed that the anterior temporal lobe bilaterally is an important area for processing distinctive features, and that this effect is stronger within natural kinds than man-made artifacts. These findings provide converging evidence from healthy adults that is consistent with SD research, and support a model of semantic memory in which patterns of specificity of semantic information can partially explain differences in neural activation between categories.
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Left inferior parietal and posterior temporal cortices mediate the effect of action observation on semantic processing of objects: evidence from rTMS. PSYCHOLOGICAL RESEARCH 2018; 84:1006-1019. [DOI: 10.1007/s00426-018-1117-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 10/31/2018] [Indexed: 10/27/2022]
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30
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Uddin S, Heald SLM, Van Hedger SC, Klos S, Nusbaum HC. Understanding environmental sounds in sentence context. Cognition 2018; 172:134-143. [PMID: 29272740 PMCID: PMC6309373 DOI: 10.1016/j.cognition.2017.12.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 11/16/2017] [Accepted: 12/14/2017] [Indexed: 01/01/2023]
Abstract
There is debate about how individuals use context to successfully predict and recognize words. One view argues that context supports neural predictions that make use of the speech motor system, whereas other views argue for a sensory or conceptual level of prediction. While environmental sounds can convey clear referential meaning, they are not linguistic signals, and are thus neither produced with the vocal tract nor typically encountered in sentence context. We compared the effect of spoken sentence context on recognition and comprehension of spoken words versus nonspeech, environmental sounds. In Experiment 1, sentence context decreased the amount of signal needed for recognition of spoken words and environmental sounds in similar fashion. In Experiment 2, listeners judged sentence meaning in both high and low contextually constraining sentence frames, when the final word was present or replaced with a matching environmental sound. Results showed that sentence constraint affected decision time similarly for speech and nonspeech, such that high constraint sentences (i.e., frame plus completion) were processed faster than low constraint sentences for speech and nonspeech. Linguistic context facilitates the recognition and understanding of nonspeech sounds in much the same way as for spoken words. This argues against a simple form of a speech-motor explanation of predictive coding in spoken language understanding, and suggests support for conceptual-level predictions.
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Affiliation(s)
- Sophia Uddin
- Department of Psychology, The University of Chicago, 5848 S. University Ave., Chicago, IL 60637, USA.
| | - Shannon L M Heald
- Department of Psychology, The University of Chicago, 5848 S. University Ave., Chicago, IL 60637, USA
| | - Stephen C Van Hedger
- Department of Psychology, The University of Chicago, 5848 S. University Ave., Chicago, IL 60637, USA
| | - Serena Klos
- Department of Psychology, The University of Chicago, 5848 S. University Ave., Chicago, IL 60637, USA
| | - Howard C Nusbaum
- Department of Psychology, The University of Chicago, 5848 S. University Ave., Chicago, IL 60637, USA
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Zhou P, Ma W. Children's Use of Morphological Cues in Real-Time Event Representation. JOURNAL OF PSYCHOLINGUISTIC RESEARCH 2018; 47:241-260. [PMID: 29105015 DOI: 10.1007/s10936-017-9530-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The present study investigated whether and how fast young children can use information encoded in morphological markers during real-time event representation. Using the visual world paradigm, we tested 35 adults, 34 5-year-olds and 33 3-year-olds. The results showed that the adults, the 5-year-olds and the 3-year-olds all exhibited eye gaze patterns that reflected a rapid use of morphological cues during real-time event representation. There was no difference in the time course of the eye gaze patterns of the 5-year-olds and those of the adults, indicating that 5-year-old children already have adult-like processing abilities and they can use morphological cues as effectively as adults during real-time event representation. However, a 400 ms delay was observed in the eye gaze patterns by the 3-year-olds as compared to the 5-year-olds and the adults. We proposed that the observed difference might reflect a difference in the general cognitive processing abilities between the three age groups. Due to the immature cognitive processing abilities of 3-year-olds, it took longer for them to progress their eye movements to the target pictures as compared to older children and adults.
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Affiliation(s)
- Peng Zhou
- Department of Foreign Languages and Literatures, Child Cognition Lab, Tsinghua University, Beijing, 100084, China.
| | - Weiyi Ma
- School of Human Environmental Sciences, University of Arkansas, Fayetteville, AR, 72701, USA
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Rusli YA, Montgomery JW. Children's Comprehension of Object Relative Sentences: It's Extant Language Knowledge That Matters, Not Domain-General Working Memory. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2017; 60:2865-2878. [PMID: 28915511 DOI: 10.1044/2017_jslhr-l-16-0422] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 04/04/2017] [Indexed: 06/07/2023]
Abstract
PURPOSE The aim of this study was to determine whether extant language (lexical) knowledge or domain-general working memory is the better predictor of comprehension of object relative sentences for children with typical development. We hypothesized that extant language knowledge, not domain-general working memory, is the better predictor. METHOD Fifty-three children (ages 9-11 years) completed a word-level verbal working-memory task, indexing extant language (lexical) knowledge; an analog nonverbal working-memory task, representing domain-general working memory; and a hybrid sentence comprehension task incorporating elements of both agent selection and cross-modal picture-priming paradigms. Images of the agent and patient were displayed at the syntactic gap in the object relative sentences, and the children were asked to select the agent of the sentence. RESULTS Results of general linear modeling revealed that extant language knowledge accounted for a unique 21.3% of variance in the children's object relative sentence comprehension over and above age (8.3%). Domain-general working memory accounted for a nonsignificant 1.6% of variance. CONCLUSIONS We interpret the results to suggest that extant language knowledge and not domain-general working memory is a critically important contributor to children's object relative sentence comprehension. Results support a connectionist view of the association between working memory and object relative sentence comprehension. SUPPLEMENTAL MATERIALS https://doi.org/10.23641/asha.5404573.
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Affiliation(s)
- Yazmin Ahmad Rusli
- Department of Communication Sciences and Disorders, Ohio University, Athens
| | - James W Montgomery
- Department of Communication Sciences and Disorders, Ohio University, Athens
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Montgomery JW, Gillam RB, Evans JL, Sergeev AV. "Whatdunit?" Sentence Comprehension Abilities of Children With SLI: Sensitivity to Word Order in Canonical and Noncanonical Structures. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2017; 60:2603-2618. [PMID: 28832884 PMCID: PMC5831622 DOI: 10.1044/2017_jslhr-l-17-0025] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 03/14/2017] [Accepted: 04/17/2017] [Indexed: 05/09/2023]
Abstract
PURPOSE With Aim 1, we compared the comprehension of and sensitivity to canonical and noncanonical word order structures in school-age children with specific language impairment (SLI) and same-age typically developing (TD) children. Aim 2 centered on the developmental improvement of sentence comprehension in the groups. With Aim 3, we compared the comprehension error patterns of the groups. METHOD Using a "Whatdunit" agent selection task, 117 children with SLI and 117 TD children (ages 7:0-11:11, years:months) propensity matched on age, gender, mother's education, and family income pointed to the picture that best represented the agent in semantically implausible canonical structures (subject-verb-object, subject relative) and noncanonical structures (passive, object relative). RESULTS The SLI group performed worse than the TD group across sentence types. TD children demonstrated developmental improvement across each sentence type, but children with SLI showed improvement only for canonical sentences. Both groups chose the object noun as agent significantly more often than the noun appearing in a prepositional phrase. CONCLUSIONS In the absence of semantic-pragmatic cues, comprehension of canonical and noncanonical sentences by children with SLI is limited, with noncanonical sentence comprehension being disproportionately limited. The children's ability to make proper semantic role assignments to the noun arguments in sentences, especially noncanonical, is significantly hindered.
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Affiliation(s)
| | - Ronald B. Gillam
- Communication Disorders and Deaf Education, Utah State University, Logan
| | - Julia L. Evans
- School of Behavioral and Brain Sciences, University of Texas–Dallas, Richardson
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Morean DF. Effects of semantic weight on verb retrieval in individuals with aphasia: A different perspective. JOURNAL OF COMMUNICATION DISORDERS 2017; 69:119-129. [PMID: 28898710 DOI: 10.1016/j.jcomdis.2017.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2014] [Revised: 07/19/2017] [Accepted: 07/24/2017] [Indexed: 06/07/2023]
Abstract
The majority of people with aphasia have word retrieval difficulty and effective treatment remains elusive. There have been a few studies that have explored the effects of semantic complexity on verb retrieval in individuals with aphasia; each used a variation of Breedin et al.'s (1998) delayed repetition/story completion task. Although each subsequent investigator worked to address potential confounds in order to achieve more valid results that would give rise to a clearer understanding of these deficits, findings and their interpretations have varied. In our replication, groups of individuals with aphasia (9 agrammatic and 9 anomic) plus 12 age-matched controls participated in a story completion task that included novel distracter stories to prevent rehearsal. Additionally, stimuli were developed in strict adherence to novel semantic and syntactic templates to control for relevant factors, and stimuli were prerecorded to ensure uniform delivery. We calculated the number of target verbs produced and overall production of light and heavy verbs, and error analysis was performed with special attention to semantically appropriate substitutions. In contrast to previous studies, we found no significant performance differences on these measures within or between groups. Exploratory analyses were performed. Results are discussed in terms of relevant factors of verb retrieval and implications for future experimental design. Application to much-needed verb retrieval treatment is also considered.
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Affiliation(s)
- Diane F Morean
- Shirley Ryan Ability Lab (formerly, Rehabilitation Institute of Chicago), 355 East Erie Street, 25th Floor, Chicago, IL 60611, USA.
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35
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Abstract
Knowledge of thematic relations is an area of increased interest in semantic memory research because it is crucial to many cognitive processes. One methodological issue that researchers face is how to identify pairs of thematically related concepts that are well-established in semantic memory for most people. In this article, we review existing methods of assessing thematic relatedness and provide thematic relatedness production norming data for 100 object concepts. In addition, 1,174 related concept pairs obtained from the production norms were classified as reflecting one of the five subtypes of relations: attributive, argument, coordinate, locative, and temporal. The database and methodology will be useful for researchers interested in the effects of thematic knowledge on language processing, analogical reasoning, similarity judgments, and memory. These data will also benefit researchers interested in investigating potential processing differences among the five types of semantic relations.
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Lu Y, Wu J, Dunlap S, Chen B. The Inhibitory Mechanism in Learning Ambiguous Words in a Second Language. Front Psychol 2017; 8:636. [PMID: 28496423 PMCID: PMC5406400 DOI: 10.3389/fpsyg.2017.00636] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 04/10/2017] [Indexed: 11/18/2022] Open
Abstract
Ambiguous words are hard to learn, yet little is known about what causes this difficulty. The current study aimed to investigate the relationship between the representations of new and prior meanings of ambiguous words in second language (L2) learning, and to explore the function of inhibitory control on L2 ambiguous word learning at the initial stage of learning. During a 4-day learning phase, Chinese–English bilinguals learned 30 novel English words for 30 min per day using bilingual flashcards. Half of the words to be learned were unambiguous (had one meaning) and half were ambiguous (had two semantically unrelated meanings learned in sequence). Inhibitory control was introduced as a subject variable measured by a Stroop task. The semantic representations established for the studied items were probed using a cross-language semantic relatedness judgment task, in which the learned English words served as the prime, and the targets were either semantically related or unrelated to the prime. Results showed that response latencies for the second meaning of ambiguous words were slower than for the first meaning and for unambiguous words, and that performance on only the second meaning of ambiguous words was predicted by inhibitory control ability. These results suggest that, at the initial stage of L2 ambiguous word learning, the representation of the second meaning is weak, probably interfered with by the representation of the prior learned meaning. Moreover, inhibitory control may modulate learning of the new meanings, such that individuals with better inhibitory control may more effectively suppress interference from the first meaning, and thus learn the new meaning more quickly.
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Affiliation(s)
- Yao Lu
- Beijing Key Laboratory of Applied Experimental Psychology, School of Psychology, Beijing Normal UniversityBeijing, China
| | - Junjie Wu
- State Key Lab of Cognitive Neuroscience and Learning, Beijing Normal UniversityBeijing, China
| | - Susan Dunlap
- Children's Learning Institute, University of Texas Health Science Center at Houston, HoustonTX, USA
| | - Baoguo Chen
- Beijing Key Laboratory of Applied Experimental Psychology, School of Psychology, Beijing Normal UniversityBeijing, China
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37
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Karniol R, Artzi S, Ludmer M. Children's Production of Subject-Verb Agreement in Hebrew When Gender and Context are Ambiguous. JOURNAL OF PSYCHOLINGUISTIC RESEARCH 2016; 45:1515-1532. [PMID: 26911992 DOI: 10.1007/s10936-016-9419-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Third and 5th grade Hebrew-speaking children performed two sentence completion tasks, one requiring the assignment of male, female, or gender-ambiguous names and the inflection of verbs for male-stereotyped, female-stereotyped, and gender-neutral activities, and the other task, of inflecting verbs for male- and female-stereotyped activities performed by children with gender-ambiguous names. The question of concern was whether when faced with the need to inflect verbs to match the conceptual gender of the sentence subject, the gender-stereotyped nature of the activities in question and children's own gender would play a role in resolving the dilemma created by gender-ambiguous names and contexts. In both parts of the study, we found that (1) children's own gender played a role in determining the pattern of verb inflection, and (2) children used their semantic knowledge regarding the gender-stereotyped nature of activities to inflect verbs so as to create subject-verb agreement. Hence, subject-verb agreement in children draws on both their grammatical and semantic knowledge.
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Affiliation(s)
- Rachel Karniol
- School of Psychological Sciences, Tel Aviv University, Tel Aviv, 69908, Israel.
| | - Sigal Artzi
- School of Psychological Sciences, Tel Aviv University, Tel Aviv, 69908, Israel
| | - Maya Ludmer
- School of Psychological Sciences, Tel Aviv University, Tel Aviv, 69908, Israel
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38
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Argyropoulos GPD. The cerebellum, internal models and prediction in 'non-motor' aspects of language: A critical review. BRAIN AND LANGUAGE 2016; 161:4-17. [PMID: 26320734 DOI: 10.1016/j.bandl.2015.08.003] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Revised: 07/25/2015] [Accepted: 08/06/2015] [Indexed: 06/04/2023]
Abstract
The emergence of studies on cerebellar contributions in 'non-motor' aspects of predictive language processing has long been awaited by researchers investigating the neural foundations of language and cognition. Despite (i) progress in research implicating the cerebellum in language processing, (ii) the widely-accepted nature of the uniform, multi-modal computation that the cerebellum implements in the form of internal models, as well as (iii) the long tradition of psycholinguistic studies addressing prediction mechanisms, research directly addressing cerebellar contributions to 'non-motor' predictive language processing has only surfaced in the last five years. This paper provides the first review of this novel field, along with a critical assessment of the studies conducted so far. While encouraging, the evidence for cerebellar involvement in 'non-motor' aspects of predictive language processing remains inconclusive under further scrutiny. Future directions are finally discussed with respect to outstanding questions in this novel field of research.
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Affiliation(s)
- Georgios P D Argyropoulos
- Developmental Neurosciences Programme, UCL Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK.
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39
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Guzzardo Tamargo RE, Valdés Kroff JR, Dussias PE. Examining the relationship between comprehension and production processes in code-switched language. JOURNAL OF MEMORY AND LANGUAGE 2016; 89:138-161. [PMID: 28670049 PMCID: PMC5489134 DOI: 10.1016/j.jml.2015.12.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
We employ code-switching (the alternation of two languages in bilingual communication) to test the hypothesis, derived from experience-based models of processing (e.g., Boland, Tanenhaus, Carlson, & Garnsey, 1989; Gennari & MacDonald, 2009), that bilinguals are sensitive to the combinatorial distributional patterns derived from production and that they use this information to guide processing during the comprehension of code-switched sentences. An analysis of spontaneous bilingual speech confirmed the existence of production asymmetries involving two auxiliary + participle phrases in Spanish-English code-switches. A subsequent eye-tracking study with two groups of bilingual code-switchers examined the consequences of the differences in distributional patterns found in the corpus study for comprehension. Participants' comprehension costs mirrored the production patterns found in the corpus study. Findings are discussed in terms of the constraints that may be responsible for the distributional patterns in code-switching production and are situated within recent proposals of the links between production and comprehension.
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Affiliation(s)
- Rosa E. Guzzardo Tamargo
- Department of Hispanic Studies, Graduate Program of Linguistics, University of Puerto Rico-Río Piedras, P.O. Box 23351, San Juan, PR 00931-3351, USA
| | - Jorge R. Valdés Kroff
- Department of Spanish, and Portuguese Studies, University of Florida, P.O. Box 117405, Gainesville, FL 32611, USA
| | - Paola E. Dussias
- Department of Spanish, Italian and Portuguese, Penn State University, 439 Burrowes Building, University Park, PA 16802, USA
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40
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Earles JL, Kersten AW. Why Are Verbs So Hard to Remember? Effects of Semantic Context on Memory for Verbs and Nouns. Cogn Sci 2016; 41 Suppl 4:780-807. [DOI: 10.1111/cogs.12374] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Revised: 12/18/2015] [Accepted: 02/26/2016] [Indexed: 11/29/2022]
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41
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Metusalem R, Kutas M, Urbach TP, Elman JL. Hemispheric asymmetry in event knowledge activation during incremental language comprehension: A visual half-field ERP study. Neuropsychologia 2016; 84:252-71. [PMID: 26878980 DOI: 10.1016/j.neuropsychologia.2016.02.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Revised: 02/09/2016] [Accepted: 02/10/2016] [Indexed: 11/18/2022]
Abstract
During incremental language comprehension, the brain activates knowledge of described events, including knowledge elements that constitute semantic anomalies in their linguistic context. The present study investigates hemispheric asymmetries in this process, with the aim of advancing our understanding of the neural basis and functional properties of event knowledge activation during incremental comprehension. In a visual half-field event-related brain potential (ERP) experiment, participants read brief discourses in which the third sentence contained a word that was either highly expected, semantically anomalous but related to the described event (Event-Related), or semantically anomalous but unrelated to the described event (Event-Unrelated). For both visual fields of target word presentation, semantically anomalous words elicited N400 ERP components of greater amplitude than did expected words. Crucially, Event-Related anomalous words elicited a reduced N400 relative to Event-Unrelated anomalous words only with left visual field/right hemisphere presentation. This result suggests that right hemisphere processes are critical to the activation of event knowledge elements that violate the linguistic context, and in doing so informs existing theories of hemispheric asymmetries in semantic processing during language comprehension. Additionally, this finding coincides with past research suggesting a crucial role for the right hemisphere in elaborative inference generation, raises interesting questions regarding hemispheric coordination in generating event-specific linguistic expectancies, and more generally highlights the possibility of functional dissociation of event knowledge activation for the generation of elaborative inferences and for linguistic expectancies.
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Affiliation(s)
- Ross Metusalem
- Department of Cognitive Science, University of California, San Diego, United States.
| | - Marta Kutas
- Department of Cognitive Science, University of California, San Diego, United States; Department of Neurosciences, University of California, San Diego, United States
| | - Thomas P Urbach
- Department of Cognitive Science, University of California, San Diego, United States
| | - Jeffrey L Elman
- Department of Cognitive Science, University of California, San Diego, United States
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42
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Lowder MW, Ferreira F. Prediction in the processing of repair disfluencies: Evidence from the visual-world paradigm. J Exp Psychol Learn Mem Cogn 2016; 42:1400-16. [PMID: 26866657 DOI: 10.1037/xlm0000256] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Two visual-world eye-tracking experiments investigated the role of prediction in the processing of repair disfluencies (e.g., "The chef reached for some salt uh I mean some ketchup . . ."). Experiment 1 showed that listeners were more likely to fixate a critical distractor item (e.g., pepper) during the processing of repair disfluencies compared with the processing of coordination structures (e.g., ". . . some salt and also some ketchup . . ."). Experiment 2 replicated the findings of Experiment 1 for disfluency versus coordination constructions and also showed that the pattern of fixations to the critical distractor for disfluency constructions was similar to the fixation patterns for sentences employing contrastive focus (e.g., ". . . not some salt but rather some ketchup . . ."). The results suggest that similar mechanisms underlie the processing of repair disfluencies and contrastive focus, with listeners generating sets of entities that stand in semantic contrast to the reparandum in the case of disfluencies or the negated entity in the case of contrastive focus. (PsycINFO Database Record
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43
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Milburn E, Warren T, Dickey MW. World knowledge affects prediction as quickly as selectional restrictions: Evidence from the visual world paradigm. LANGUAGE, COGNITION AND NEUROSCIENCE 2015; 31:536-548. [PMID: 27148555 PMCID: PMC4852879 DOI: 10.1080/23273798.2015.1117117] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Accepted: 10/09/2015] [Indexed: 06/05/2023]
Abstract
There has been considerable debate regarding the question of whether linguistic knowledge and world knowledge are separable and used differently during processing or not (Hagoort, Hald, Bastiaansen, & Petersson, 2004; Matsuki et al., 2011; Paczynski & Kuperberg, 2012; Warren & McConnell, 2007; Warren, McConnell, & Rayner, 2008). Previous investigations into this question have provided mixed evidence as to whether violations of selectional restrictions are detected earlier than violations of world knowledge. We report a visual-world eye-tracking study comparing the timing of facilitation contributed by selectional restrictions versus world knowledge. College-aged adults (n=36) viewed photographs of natural scenes while listening to sentences. Participants anticipated upcoming direct objects similarly regardless of whether facilitation was provided by only world knowledge or a combination of selectional restrictions and world knowledge. These results suggest that selectional restrictions are not available earlier in comprehension than world knowledge.
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44
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Welke T, Raisig S, Hagendorf H, van der Meer E. Exploring Temporal Progression of Events Using Eye Tracking. Cogn Sci 2015; 40:1224-50. [PMID: 26296695 DOI: 10.1111/cogs.12272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 02/09/2015] [Accepted: 02/16/2015] [Indexed: 11/28/2022]
Abstract
This study investigates the representation of the temporal progression of events by means of the causal change in a patient. Subjects were asked to verify the relationship between adjectives denoting a source and resulting feature of a patient. The features were presented either chronologically or inversely to a primed event context given by a verb (to cut: long-short vs. short-long). Effects on response time and on eye movement data show that the relationship between features presented chronologically is verified more easily than that between features presented inversely. Post hoc, however, we found that the effects of temporal order occurred only when subjects read the features more than once. Then, the relationship between the features is matched with the causal change implied by the event context (contextual strategy). When subjects read the features only once, subjects respond to the relationship between the features without taking into account the event context.
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Affiliation(s)
- Tinka Welke
- Department of Psychology, Humboldt University of Berlin
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45
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A predictive coding framework for rapid neural dynamics during sentence-level language comprehension. Cortex 2015; 68:155-68. [DOI: 10.1016/j.cortex.2015.02.014] [Citation(s) in RCA: 135] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2014] [Revised: 01/25/2015] [Accepted: 02/22/2015] [Indexed: 11/23/2022]
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46
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Recchia G, Sahlgren M, Kanerva P, Jones MN. Encoding sequential information in semantic space models: comparing holographic reduced representation and random permutation. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2015; 2015:986574. [PMID: 25954306 PMCID: PMC4405220 DOI: 10.1155/2015/986574] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2014] [Accepted: 02/26/2015] [Indexed: 11/24/2022]
Abstract
Circular convolution and random permutation have each been proposed as neurally plausible binding operators capable of encoding sequential information in semantic memory. We perform several controlled comparisons of circular convolution and random permutation as means of encoding paired associates as well as encoding sequential information. Random permutations outperformed convolution with respect to the number of paired associates that can be reliably stored in a single memory trace. Performance was equal on semantic tasks when using a small corpus, but random permutations were ultimately capable of achieving superior performance due to their higher scalability to large corpora. Finally, "noisy" permutations in which units are mapped to other units arbitrarily (no one-to-one mapping) perform nearly as well as true permutations. These findings increase the neurological plausibility of random permutations and highlight their utility in vector space models of semantics.
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Affiliation(s)
| | | | - Pentti Kanerva
- Redwood Center for Theoretical Neuroscience, University of California, Berkeley, Berkeley, CA 94720, USA
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47
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Zhou P, Crain S, Zhan L. Grammatical aspect and event recognition in children’s online sentence comprehension. Cognition 2014; 133:262-76. [DOI: 10.1016/j.cognition.2014.06.018] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Revised: 06/15/2014] [Accepted: 06/30/2014] [Indexed: 11/15/2022]
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48
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Edmonds LA. Tutorial for Verb Network Strengthening Treatment (VNeST): Detailed Description of the Treatment Protocol with Corresponding Theoretical Rationale. ACTA ACUST UNITED AC 2014. [DOI: 10.1044/nnsld24.3.78] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Verb Network Strengthening Treatment (VNeST) is a theoretically motivated aphasia treatment that has resulted in promising generalization to untrained sentences and discourse in persons with aphasia. As with all speech and language therapies, it is critical that clinicians understand the theoretical motivation behind VNeST's protocol in order to make informed decisions during provision of the treatment. This article provides a detailed VNeST tutorial, including characteristics of participants who might be suitable, dosage information, and detailed instructions for each treatment step, including rationale, cueing guidelines, and frequently asked questions. Further guidance is provided regarding verb selection, and a score sheet is included for easy recording of responses and cueing levels.
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Affiliation(s)
- Lisa A. Edmonds
- Department of Communication Sciences and Disorders, Teachers College, Columbia UniversityNew York, NY
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49
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Lee D, Pruce B, Newman SD. The neural bases of argument structure processing revealed by primed lexical decision. Cortex 2014; 57:198-211. [PMID: 24922622 DOI: 10.1016/j.cortex.2014.04.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Revised: 01/08/2014] [Accepted: 04/21/2014] [Indexed: 11/25/2022]
Abstract
Previous studies have reported anticipatory effects during sentence processing. However, the source of these effects has not been clearly characterized. This study investigated the hypothesis that one source of anticipatory effects, particularly during verb processing, is the automatic triggering of argument structure processes. If argument structure processes are automatically triggered it was hypothesized that the task need not require the initiation of the process, as such a primed lexical decision task was used that examined the neural priming of cross-grammatical class prime pairs (e.g., verb-noun priming). While previous studies, as does the current study, have revealed behavioral priming for cross-grammatical class and within-class (noun-noun and verb-verb) prime/target pairs, the current results revealed significant activation differences. Enhancement effects were observed for cross-grammatical class priming in the language network, particularly the inferior frontal gyrus (BA 47), and the posterior temporal cortex. Both regions have been linked to argument structure processing previously. Within-class priming resulted in neural suppression of the inferior temporal/occipital regions. Together, the data presented suggest the automatic triggering of argument structure representations and demonstrate that priming is a fruitful mechanism to explore aspects of sentence processing.
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Affiliation(s)
- Donghoon Lee
- Department of Psychology, Pusan National University, Busan, South Korea
| | - Benjamin Pruce
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA
| | - Sharlene D Newman
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA.
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50
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Edmonds LA, Mammino K, Ojeda J. Effect of Verb Network Strengthening Treatment (VNeST) in persons with aphasia: extension and replication of previous findings. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2014; 23:S312-S329. [PMID: 24687125 DOI: 10.1044/2014_ajslp-13-0098] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
PURPOSE Verb Network Strengthening Treatment (VNeST) is an aphasia treatment that targets verbs (e.g., measure) and their related thematic roles (e.g., carpenter-lumber). Previous studies reported encouraging results in a number of participants using single-subject design with improvements observed on naming, sentence production, and discourse. The purpose of the current study was to conduct a group analysis evaluating the effect of VNeST on similar outcomes. METHOD A multiple baseline design across participants was conducted with 11 persons with aphasia due to stroke. Wilcoxon signed-ranks tests were used to evaluate potential improvement from pre- to posttreatment and maintenance. Individual effect sizes were also calculated to evaluate magnitude of change within and across participants. RESULTS Results showed significant improvement at posttreatment and maintenance on trained and untrained sentence probes and object and action naming. Improvement in the production of sentences not targeted in treatment was nonsignificant at posttreatment assessment but significant at maintenance. Moderate increases in percentage of complete utterances and overall informativeness were observed on discourse. CONCLUSION The results of this study replicate previous findings and provide evidence that VNeST may promote specific and generalized lexical retrieval abilities and affect basic syntax production in both constrained and discourse production tasks.
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