An eye-tracking-with-EEG coregistration corpus of narrative sentences

被引:0
|
作者
Frank, Stefan L. [1 ]
Aumeistere, Anna [2 ]
机构
[1] Radboud Univ Nijmegen, Ctr Language Studies, Erasmuspl 1, NL-6525 HT Nijmegen, Netherlands
[2] Radboud Univ Nijmegen, Donders Ctr Cognit Neuroimaging, Kapittelweg 29, NL-6525 EN Nijmegen, Netherlands
关键词
Narrative sentence reading; Eye tracking; Electroencephalography; Fixated-related potentials; Dutch; Surprisal effects; EVENT-RELATED POTENTIALS; BRAIN POTENTIALS; READING TIME; PREDICTABILITY; FREQUENCY; MOVEMENTS; MODELS; WORDS;
D O I
10.1007/s10579-023-09684-x
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We present the Radboud Coregistration Corpus of Narrative Sentences (RaCCooNS), the first freely available corpus of eye-tracking-with-EEG data collected while participants read narrative sentences in Dutch. The corpus is intended for studying human sentence comprehension and for evaluating the cognitive validity of computational language models. RaCCooNS contains data from 37 participants (3 of which eye tracking only) reading 200 Dutch sentences each. Less predictable words resulted in significantly longer reading times and larger N400 sizes, replicating well-known surprisal effects in eye tracking and EEG simultaneously. We release the raw eye-tracking data, the preprocessed eye-tracking data at the fixation, word, and trial levels, the raw EEG after merger with eye-tracking data, and the preprocessed EEG data both before and after ICA-based ocular artifact correction.
引用
收藏
页码:641 / 657
页数:17
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