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Design of BCCWJ-EEG : Balanced Corpus with Human Electroencephalography

https://doi.org/10.15084/00003067
https://doi.org/10.15084/00003067
628b397e-9aa8-45c1-967d-eb8ae03975e4
名前 / ファイル ライセンス アクション
2020.lrec-1.24.pdf 2020.lrec-1.24.pdf (651.6 kB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2020-12-18
タイトル
タイトル Design of BCCWJ-EEG : Balanced Corpus with Human Electroencephalography
言語 en
言語
言語 eng
キーワード
言語 en
主題Scheme Other
主題 Balanced Corpus of Contemporary Written Japanese
キーワード
言語 en
主題Scheme Other
主題 Electroencephalography
キーワード
言語 en
主題Scheme Other
主題 Cognitive Modeling
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_6501
資源タイプ journal article
ID登録
ID登録 10.15084/00003067
ID登録タイプ JaLC
著者 Oseki, Yohei

× Oseki, Yohei

WEKO 10406

en Oseki, Yohei

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Asahara, Masayuki

× Asahara, Masayuki

WEKO 10407

en Asahara, Masayuki

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著者所属(英)
内容記述タイプ Other
内容記述 Waseda University
著者所属(英)
内容記述タイプ Other
内容記述 National Institute for Japanese Language and Linguistics
抄録(英)
内容記述タイプ Other
内容記述 The past decade has witnessed the happy marriage between natural language processing (NLP) and the cognitive science of language. Moreover, given the historical relationship between biological and artificial neural networks, the advent of deep learning has re-sparked strong interests in the fusion of NLP and the neuroscience of language. Importantly, this inter-fertilization between NLP, on one hand, and the cognitive (neuro)science of language, on the other, has been driven by the language resources annotated with human language processing data. However, there remain several limitations with those language resources on annotations, genres, languages, etc. In this paper, we describe the design of a novel language resource called BCCWJ-EEG, the Balanced Corpus of Contemporary Written Japanese (BCCWJ) experimentally annotated with human electroencephalography (EEG). Specifically, after extensively reviewing the language resources currently available in the literature with special focus on eye-tracking and EEG, we summarize the details concerning (i) participants, (ii) stimuli, (iii) procedure, (iv) data preprocessing, (v) corpus evaluation, (vi) resource release, and (vii) compilation schedule. In addition, potential applications of BCCWJ-EEG to neuroscience and NLP will also be discussed.
出版者
出版者 European Language Resources Association
書誌情報 en : Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)

p. 189-194, 発行日 2020-05
フォーマット
内容記述タイプ Other
内容記述 application/pdf
著者版フラグ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
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