1
|
Wu Y, Kit C. Hong Kong Corpus of Chinese Sentence and Passage Reading. Sci Data 2023; 10:899. [PMID: 38097638 PMCID: PMC10721849 DOI: 10.1038/s41597-023-02813-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 12/01/2023] [Indexed: 12/17/2023] Open
Abstract
Recent years have witnessed a mushrooming of reading corpora that have been built by means of eye tracking. This article showcases the Hong Kong Corpus of Chinese Sentence and Passage Reading (HKC for brevity), featured by a natural reading of logographic scripts and unspaced words. It releases 28 eye-movement measures of 98 native speakers reading simplified Chinese in two scenarios: 300 one-line single sentences and 7 multiline passages of 5,250 and 4,967 word tokens, respectively. To verify its validity and reusability, we carried out (generalised) linear mixed-effects modelling on the capacity of visual complexity, word frequency, and reading scenario to predict eye-movement measures. The outcomes manifest significant impacts of these typical (sub)lexical factors on eye movements, replicating previous findings and giving novel ones. The HKC provides a valuable resource for exploring eye movement control; the study contrasts the different scenarios of single-sentence and passage reading in hopes of shedding new light on both the universal nature of reading and the unique characteristics of Chinese reading.
Collapse
Affiliation(s)
- Yushu Wu
- Department of Linguistics and Translation, City University of Hong Kong, Hong Kong, China
| | - Chunyu Kit
- Department of Linguistics and Translation, City University of Hong Kong, Hong Kong, China.
| |
Collapse
|
2
|
Li H, Wang X, Paterson KB, Zhang H, Li D. Is there a processing advantage for verb-noun collocations in Chinese reading? Evidence from eye movements during reading. Front Psychol 2023; 14:1235735. [PMID: 37711319 PMCID: PMC10498762 DOI: 10.3389/fpsyg.2023.1235735] [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: 06/06/2023] [Accepted: 08/17/2023] [Indexed: 09/16/2023] Open
Abstract
A growing number of studies show a processing advantage for collocations, which are commonly-used juxtapositions of words, such as "joint effort" or "shake hands," suggesting that skilled readers are keenly perceptive to the occurrence of two words in phrases. With the current research, we report two experiments that used eye movement measures during sentence reading to explore the processing of four-character verb-noun collocations in Chinese, such as ("revise the article"). Experiment 1 compared the processing of these collocations relative to similar four-character expressions that are not collocations (e.g., , "revise the ending") in neutral contexts and contexts in which the collocation was predictable from the preceding sentence context. Experiment 2 further examined the processing of these four-character collocations, by comparing eye movements for commonly-used "strong" collocations, such as ("protect the environment"), as compared to less commonly-used "weak" collocations, such as ("protect nature"), again in neutral contexts and contexts in which the collocations were highly predictable. The results reveal a processing advantage for both collocations relative to novel expressions, and for "strong" collocations relative to "weak" collocations, which was independent of effects of contextual predictability. We interpret these findings as providing further evidence that readers are highly sensitive to the frequency that words co-occur as a phrase in written language, and that a processing advantage for collocations occurs independently of contextual expectations.
Collapse
Affiliation(s)
- Hui Li
- School of International Studies, NingboTech University, Ningbo, China
| | - Xiaolu Wang
- School of International Studies, Zhejiang University, Hangzhou, China
- School of Humanities and Communication Arts, Western Sydney University, Sydney, NSW, Australia
| | - Kevin B. Paterson
- School of Psychology and Vision Sciences, University of Leicester, Leicester, United Kingdom
| | - Hua Zhang
- School of International Studies, NingboTech University, Ningbo, China
| | - Degao Li
- College of Chinese Language and Literature, Qufu Normal University, Qufu, China
| |
Collapse
|
3
|
Snell J, Yeaton J, Mirault J, Grainger J. Parallel word reading revealed by fixation-related brain potentials. Cortex 2023; 162:1-11. [PMID: 36948090 DOI: 10.1016/j.cortex.2023.02.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 02/05/2022] [Accepted: 02/13/2023] [Indexed: 02/27/2023]
Abstract
During reading, the brain is confronted with many relevant objects at once. But does lexical processing occur for multiple words simultaneously? Cognitive science has yet to answer this prominent question. Recently it has been argued that the issue warrants supplementing the field's traditional toolbox (response times, eye-tracking) with neuroscientific techniques (EEG, fMRI). Indeed, according to the OB1-reader model, upcoming words need not impact oculomotor behavior per se, but parallel processing of these words must nonetheless be reflected in neural activity. Here we combined eye-tracking with EEG, time-locking the neural window of interest to the fixation on target words in sentence reading. During these fixations, we manipulated the identity of the subsequent word so that it posed either a syntactically legal or illegal continuation of the sentence. In line with previous research, oculomotor measures were unaffected. Yet, syntax impacted brain potentials as early as 100 ms after the target fixation onset. Given the EEG literature on syntax processing, the presently observed timings suggest parallel word reading. We reckon that parallel word processing typifies reading, and that OB1-reader offers a good platform for theorizing about the reading brain.
Collapse
Affiliation(s)
| | | | - Jonathan Mirault
- Aix-Marseille University & Centre Nationale de Recherche Scientifique, France
| | - Jonathan Grainger
- Aix-Marseille University & Centre Nationale de Recherche Scientifique, France; Institute of Language Communication and the Brain, Aix-Marseille University, France
| |
Collapse
|
4
|
Cui L, Zang C, Xu X, Zhang W, Su Y, Liversedge SP. Predictability effects and parafoveal processing of compound words in natural Chinese reading. Q J Exp Psychol (Hove) 2021; 75:18-29. [PMID: 34507509 PMCID: PMC8600585 DOI: 10.1177/17470218211048193] [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] [Indexed: 11/17/2022]
Abstract
We report a boundary paradigm eye movement experiment to investigate whether the
predictability of the second character of a two-character compound word affects
how it is processed prior to direct fixation during reading. The boundary was
positioned immediately prior to the second character of the target word, which
itself was either predictable or unpredictable. The preview was either a
pseudocharacter (nonsense preview) or an identity preview. We obtained clear
preview effects in all conditions, but more importantly, skipping probability
for the second character of the target word and the whole target word from
pretarget was greater when it was predictable than when it was not predictable
from the preceding context. Interactive effects for later measures on the whole
target word (gaze duration and go-past time) were also obtained. These results
demonstrate that predictability information from preceding sentential context
and information regarding the likely identity of upcoming characters are used
concurrently to constrain the nature of lexical processing during natural
Chinese reading.
Collapse
Affiliation(s)
- Lei Cui
- Shandong Normal University, Jinan, China
| | - Chuanli Zang
- University of Central Lancashire, Preston, UK.,Tianjin Normal University, Tianjin, China
| | | | | | - Yuhan Su
- Shandong Normal University, Jinan, China
| | | |
Collapse
|
5
|
He L, Song Z, Chang M, Zang C, Yan G, Liversedge SP. Contrasting off-line segmentation decisions with on-line word segmentation during reading. Br J Psychol 2021; 112:662-689. [PMID: 33469949 PMCID: PMC8611802 DOI: 10.1111/bjop.12482] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 11/09/2020] [Indexed: 11/30/2022]
Abstract
In two experiments, we investigated the correspondences between off-line word segmentation and on-line segmentation processing during Chinese reading. In Experiment 1, participants were asked to read sentences which contained critical four-character strings, and then, they were required to segment the same sentences into words in a later off-line word segmentation task. For each item, participants were split into 1-word segmenters (who segmented four-character strings as a single word) and 2-word segmenters (who segmented four-character strings as 2 two-character words). Thus, we split participants into two groups (1-word segmenters and 2-word segmenters) according to their off-line segmentation bias. The data analysis showed no reliable group effect on all the measures. In order to avoid the heterogeneity of participants and stimuli in Experiment 1, two groups of participants (1-word segmenters and 2-word segmenters) and three types of critical four-character string (1-word strings, ambiguous strings, and 2-word strings) were identified in a norming study in Experiment 2. Participants were required to read sentences containing these critical strings. There was no reliable group effect in Experiment 2, as was the case in Experiment 1. However, in Experiment 2, participants spent less time and made fewer fixations on 1-word strings compared to ambiguous and 2-word strings. These results indicate that the off-line word segmentation preferences do not necessarily reflect on-line word segmentation processing during Chinese reading and that Chinese readers exhibit flexibility such that word, or multiple constituent, segmentation commitments are made on-line.
Collapse
Affiliation(s)
- Liyuan He
- Tianjin Normal University, Tianjin, China
| | | | - Min Chang
- Tianjin Normal University, Tianjin, China
| | - Chuanli Zang
- Tianjin Normal University, Tianjin, China.,University of Central Lancashire, Preston, UK
| | - Guoli Yan
- Tianjin Normal University, Tianjin, China
| | | |
Collapse
|
6
|
Abstract
Studies using a grammaticality decision task suggest surprising flexibility in the processing of the relative order of words in sentences when reading alphabetic scripts like French. In these studies, participants made rapid grammaticality decisions for ungrammatical stimuli created by transposing two adjacent words in either a grammatical or an ungrammatical base sentence, which were intermixed with equal numbers of grammatically correct stimuli. The key finding was that participants made more errors and were slower to reject transposed-word stimuli created from grammatical than ungrammatical base sentences. This suggested that flexibility in the processing of word order allowed participants to access representations of the base grammatical sentences, interfering with their decisions to correctly reject transposed-word stimuli. With the present research, we investigated if a similar transposed-word effect is observed for a non-alphabetic script (Chinese) that uses few grammatical markers and primarily conveys grammatical structure via word order. Such scripts may require stricter processing of word order during reading and so provide a strong test of the cross-linguistic generality of the transposed-word effect. We report three experiments using the same design and procedure as previous research, while varying the length of the transposed words across experiments. In all three experiments, participants made more errors and were slower to reject transposed-word stimuli derived from grammatical than ungrammatical base sentences. This replicates previous findings with alphabetic scripts and provides novel evidence for a transposed-word effect in Chinese reading. We consider the implications for models of reading in alphabetic and non-alphabetic scripts.
Collapse
|
7
|
Degno F, Liversedge SP. Eye Movements and Fixation-Related Potentials in Reading: A Review. Vision (Basel) 2020; 4:E11. [PMID: 32028566 PMCID: PMC7157570 DOI: 10.3390/vision4010011] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 01/27/2020] [Accepted: 01/28/2020] [Indexed: 11/19/2022] Open
Abstract
The present review is addressed to researchers in the field of reading and psycholinguistics who are both familiar with and new to co-registration research of eye movements (EMs) and fixation related-potentials (FRPs) in reading. At the outset, we consider a conundrum relating to timing discrepancies between EM and event related potential (ERP) effects. We then consider the extent to which the co-registration approach might allow us to overcome this and thereby discriminate between formal theoretical and computational accounts of reading. We then describe three phases of co-registration research before evaluating the existing body of such research in reading. The current, ongoing phase of co-registration research is presented in comprehensive tables which provide a detailed summary of the existing findings. The thorough appraisal of the published studies allows us to engage with issues such as the reliability of FRP components as correlates of cognitive processing in reading and the advantages of analysing both data streams (i.e., EMs and FRPs) simultaneously relative to each alone, as well as the current, and limited, understanding of the relationship between EM and FRP measures. Finally, we consider future directions and in particular the potential of analytical methods involving deconvolution and the potential of measurement of brain oscillatory activity.
Collapse
Affiliation(s)
- Federica Degno
- School of Psychology, University of Central Lancashire, Marsh Ln, Preston PR1 2HE, UK;
| | | |
Collapse
|