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Gatti D, Rodio F, Rinaldi L, Marelli M. On humans' (explicit) intuitions about the meaning of novel words. Cognition 2024; 251:105882. [PMID: 39024842 DOI: 10.1016/j.cognition.2024.105882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 05/06/2024] [Accepted: 07/08/2024] [Indexed: 07/20/2024]
Abstract
Pseudowords offer a unique opportunity to investigate how humans deal with new (verbal) information. Within this framework, previous studies have shown that, at the implicit level, humans exploit systematic associations in the form-meaning interface to process new information by relying on (sub-lexical) contents already mapped in semantic memory. However, whether speakers exploit such processes in explicit decisions about the meanings elicited by unfamiliar terms remains an open, important question. Here, we tested this by leveraging computational models that are able to induce semantic representations for out-of-vocabulary stimuli. Across two experiments, we demonstrate that participants' guesses about pseudoword meanings in a 2AFC task consistently align with the model's predictions. This indicates that humans' ability to extract meaningful knowledge from complex statistical patterns can affect explicit decisions.
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Affiliation(s)
- Daniele Gatti
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.
| | - Francesca Rodio
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy; Institute for Advanced Studies, IUSS, Pavia, Italy
| | - Luca Rinaldi
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy; Cognitive Psychology Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Marco Marelli
- Department of Psychology, University of Milano-Bicocca, Milano, Italy; NeuroMI, Milan Center for Neuroscience, Milano, Italy
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2
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Schmidtke D, Conrad M. The role of valence and arousal for phonological iconicity in the lexicon of German: a cross-validation study using pseudoword ratings. Cogn Emot 2024:1-22. [PMID: 38773881 DOI: 10.1080/02699931.2024.2353775] [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: 12/07/2023] [Accepted: 05/05/2024] [Indexed: 05/24/2024]
Abstract
The notion of sound symbolism receives increasing interest in psycholinguistics. Recent research - including empirical effects of affective phonological iconicity on language processing (Adelman et al., 2018; Conrad et al., 2022) - suggested language codes affective meaning at a basic phonological level using specific phonemes as sublexical markers of emotion. Here, in a series of 8 rating-experiments, we investigate the sensitivity of language users to assumed affectively-iconic systematic distribution patterns of phonemes across the German vocabulary:After computing sublexical-affective-values (SAV) concerning valence and arousal for the entire German phoneme inventory according to occurrences of syllabic onsets, nuclei and codas in a large-scale affective normative lexical database, we constructed pseudoword material differing in SAV to test for subjective affective impressions.Results support affective iconicity as affective ratings mirrored sound-to-meaning correspondences in the lexical database. Varying SAV of otherwise semantically meaningless pseudowords altered affective impressions: Higher arousal was consistently assigned to pseudowords made of syllabic constituents more often used in high-arousal words - contrasted by less straightforward effects of valence SAV. Further disentangling specific differential effects of the two highly-related affective dimensions valence and arousal, our data clearly suggest arousal, rather than valence, as the relevant dimension driving affective iconicity effects.
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Affiliation(s)
| | - Markus Conrad
- Psychology, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
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Bortolotti A, Padulo C, Conte N, Fairfield B, Palumbo R. Colored valence in a lexical decision task. Acta Psychol (Amst) 2024; 244:104172. [PMID: 38324933 DOI: 10.1016/j.actpsy.2024.104172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 01/31/2024] [Accepted: 02/01/2024] [Indexed: 02/09/2024] Open
Abstract
Color influences behavior, from the simplest to the most complex, through controlled and more automatic information elaboration processes. Nonetheless, little is known about how and when these highly interconnected processes interact. This study investigates the interaction between controlled and automatic processes during the processing of color information in a lexical decision task. Participants discriminated stimuli presented in different colors (red, blue, green) as words or pseudowords. Results showed that while color did not affect the faster and more accurate recognition of words compared to pseudowords, performance was influenced when examining words and pseudowords separately. Pseudowords were recognized faster when presented in blue or red, suggesting a potential influence of evolutionary color preferences when processing is not guided by more controlled processes. With words, emotional enhancement effects were found, with a preference for green independent of valence. These results suggest that controlled and more automatic processes do interact when processing color information according to stimulus type and task.
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Affiliation(s)
| | - Caterina Padulo
- Department of Humanities University of Naples "Federico II", Italy.
| | - Nadia Conte
- Department of Psychological, Health and Territorial Sciences University of Chieti, Italy.
| | - Beth Fairfield
- Department of Humanities University of Naples "Federico II", Italy.
| | - Riccardo Palumbo
- Department of Neuroscience e Imaging University of Chieti, Italy.
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Sulpizio S, Scaltritti M, Spinelli G. Fast habituation to semantic interference generated by taboo connotation in reading aloud. Cogn Emot 2024:1-16. [PMID: 38294682 DOI: 10.1080/02699931.2024.2307367] [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: 10/27/2023] [Accepted: 01/11/2024] [Indexed: 02/01/2024]
Abstract
The recognition of taboo words - i.e. socially inappropriate words - has been repeatedly associated to semantic interference phenomena, with detrimental effects on the performance in the ongoing task. In the present study, we investigated taboo interference in the context of reading aloud, a task configuration which prompts the overt violation of conventional sociolinguistic norms by requiring the explicit utterance of taboo items. We assessed whether this form of semantic interference is handled by habituative or cognitive control processes. In addition to the reading aloud task, participants performed a vocal Stroop task featuring different conditions to dissociate semantic, task, and response conflict. Taboo words were read slower than non-taboo words, but this effect was subject to a quick habituation, with a decreasing interference over the course of trials, which allowed participants to selectively attend to goal-relevant information. In the Stroop task, only semantic conflict was significantly reduced by habituation. These findings suggest that semantic properties can be quickly and flexibly weighed on the basis of contextual appropriateness, thus characterising semantic processing as a flexible and goal-directed component of reading aloud.
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Affiliation(s)
- Simone Sulpizio
- Dipartimento di Psicologia, Università degli Studi di Milano-Bicocca, Milano, Italy
- Milan Center for Neuroscience (NeuroMI), University of Milano-Bicocca, Milano, Italy
| | - Michele Scaltritti
- Dipartimento di Psicologia e Scienze Cognitive, Università degli Studi di Trento, Trento, Italy
| | - Giacomo Spinelli
- Dipartimento di Psicologia, Università degli Studi di Milano-Bicocca, Milano, Italy
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5
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Bonandrini R, Amenta S, Sulpizio S, Tettamanti M, Mazzucchelli A, Marelli M. Form to meaning mapping and the impact of explicit morpheme combination in novel word processing. Cogn Psychol 2023; 145:101594. [PMID: 37598658 DOI: 10.1016/j.cogpsych.2023.101594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 06/25/2023] [Accepted: 08/01/2023] [Indexed: 08/22/2023]
Abstract
In the present study, we leveraged computational methods to explore the extent to which, relative to direct access to semantics from orthographic cues, the additional appreciation of morphological cues is advantageous while inducing the meaning of affixed pseudo-words. We re-analyzed data from a study on a lexical decision task for affixed pseudo-words. We considered a parsimonious model only including semantic variables (namely, semantic neighborhood density, entropy, magnitude, stem proximity) derived through a word-form-to-meaning approach (ngram-based). We then explored the extent to which the addition of equivalent semantic variables derived by combining semantic information from morphemes (combination-based) improved the fit of the statistical model explaining human data. Results suggest that semantic information can be extracted from arbitrary clusters of letters, yet a computational model of semantic access also including a combination-based strategy based on explicit morphological information better captures the cognitive mechanisms underlying human performance. This is particularly evident when participants recognize affixed pseudo-words as meaningful stimuli.
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Affiliation(s)
| | - Simona Amenta
- Department of Psychology, University of Milano-Bicocca, Milan, Italy
| | - Simone Sulpizio
- Department of Psychology, University of Milano-Bicocca, Milan, Italy
| | - Marco Tettamanti
- Department of Psychology, University of Milano-Bicocca, Milan, Italy
| | | | - Marco Marelli
- Department of Psychology, University of Milano-Bicocca, Milan, Italy
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6
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When reading is harder than a mother kucker: The effect of orthographic neighbor taboo-ness on novel word pronunciation. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-03820-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Sulpizio S, Job R, Leoni P, Scaltritti M. Prepotent task-irrelevant semantic information is dampened by domain-specific control mechanisms during visual word recognition. Q J Exp Psychol (Hove) 2021; 75:390-405. [PMID: 34165355 DOI: 10.1177/17470218211030863] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
We investigated whether semantic interference occurring during visual word recognition is resolved using domain-general control mechanisms or using more specific mechanisms related to semantic processing. We asked participants to perform a lexical decision task with taboo stimuli, which induce semantic interference, as well as a semantic Stroop task and a Simon task, intended as benchmarks of linguistic-semantic and non-linguistic interference, respectively. Using a correlational approach, we investigated potential similarities between effects produced in the three tasks, both at the level of overall means and as a function of response speed (delta-plot analysis). Correlations selectively surfaced between the lexical decision and the semantic Stroop task. These findings suggest that, during visual word recognition, semantic interference is controlled by semantic-specific mechanisms, which intervene to face prepotent but task-irrelevant semantic information interfering with the accomplishment of the task's goal.
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Affiliation(s)
- Simone Sulpizio
- Department of Psychology, University of Milano-Bicocca, Milano, Italy.,Milan Center for Neuroscience (NeuroMI), University of Milano-Bicocca, Milano, Italy
| | - Remo Job
- Department of Psychology and Cognitive Sciences, University of Trento, Rovereto, Italy
| | - Paolo Leoni
- Department of Psychology and Cognitive Sciences, University of Trento, Rovereto, Italy
| | - Michele Scaltritti
- Department of Psychology and Cognitive Sciences, University of Trento, Rovereto, Italy
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