教育研究活動データベース

日本語に切り替えるswitch to english

CHENG Fei

テイ ヒ

情報学研究科 知能情報学専攻知能メディア講座 特定助教

CHENG Fei
list
    Last Updated :2022/06/24

    基本情報

    所属学協会

    • The Association of Computational LInguistics

    学位

    • 修士(工学)(奈良先端科学技術大学院大学)
    • 博士(工学)(奈良先端科学技術大学院大学)

    経歴

    • 自 2019年04月, 至 現在
      Kyoto University, Graduate School of Informatics, Assistant Professor
    • 自 2016年09月, 至 2019年03月
      国立情報学研究所, スマートデータ研究センター, Post-doctoral Researcher
    • 自 2012年04月, 至 2016年03月
      Nara Institute of Science and Technology, Graduate School of Information Science, Research Assistant
    • 自 2005年07月, 至 2009年10月
      Shanghai Jiaoda Withub Information Industrial Co Ltd, Engineer

    ID,URL

    researchmap URL

    list
      Last Updated :2022/06/24

      研究

      研究テーマ・研究概要

      • 研究テーマ

        自然言語処理、情報抽出
      • 研究概要

        1. Information extraction, particularly temporal relation extraction, event time prediction 2. cross-lingual word representations 3. Chinese morphological analysis

      研究キーワード

      • Morphological Analysis
      • Information Extraction
      • Computational Linguistics

      研究分野

      • 情報通信, 知能情報学, Natural Language Processing, Computational Linguistics

      論文

      • 弱教師学習に基づく症例報告の構造的要約
        尾崎 立一; 清丸 寛一; Cheng Fei; 黒橋 禎夫; 佐藤 寿彦; 永井 良三
        第26回日本医療情報学会春季学術大会, 2022年07月, 査読有り
      • Attention-Focused Adversarial Training for Robust Temporal Reasoning
        Lis Kanashiro Pereira; Kevin Duh; Fei Cheng; Masayuki Asahara; Ichiro Kobayashi
        Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022), 2022年06月, 査読有り
      • Improving Event Duration Question Answering by Leveraging Existing Temporal Information Extraction Data
        Felix Giovanni Virgo; Fei Cheng; Sadao Kurohashi
        Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022), 2022年06月, 査読有り
      • JaMIE: A Pipeline Japanese Medical Information Extraction System with Novel Relation Annotation
        Fei Cheng; Shuntaro Yada; Ribeka Tanaka; Eiji ARAMAKI; Sadao Kurohashi
        Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022), 2022年06月, 査読有り, 筆頭著者
      • RODA: Reverse Operation based Data Augmentation for Solving Math Word Problems
        Qianying Liu; Wenyu Guan; Sujian Li; Fei Cheng; Daisuke Kawahara; Sadao Kurohashi
        IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2021年11月, 査読有り
      • ALICE++: Adversarial Training for Robust and Effective Temporal Reasoning
        Lis Kanashiro Pereira; Fei Cheng; Masayuki Asahara; Ichiro Kobayashi
        The 35th Pacific Asia Conference on Language, Information and Computation (PACLIC35), 2021年11月, 査読有り
      • Dependency Enhanced Contextual Representations for Japanese Temporal Relation Classification
        Chenjing Geng; Fei Cheng; Masayuki Asahara,Lis; Kanashiro Pereira; Ichiro Kobayashi
        The 35th Pacific Asia Conference on Language, Information and Computation (PACLIC35), 2021年11月, 査読有り
      • OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction
        Yuki Taya; Lis Kanashiro Pereira; Fei Cheng; Ichiro Kobayashi
        Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021), 2021年, 査読有り
      • A System for Worldwide COVID-19 Information Aggregation
        Akiko Aizawa; Frederic Bergeron; Junjie Chen; Fei Cheng; Katsuhiko Hayashi; Kentaro Inui; Hiroyoshi Ito; Daisuke Kawahara; Masaru Kitsuregawa; Hirokazu Kiyomaru; Masaki Kobayashi; Takashi Kodama; Sadao Kurohashi; Qianying Liu; Masaki Matsubara; Yusuke Miyao; Atsuyuki Morishima; Yugo Murawaki; Kazumasa Omura; Haiyue Song; Eiichiro Sumita; Shinji Suzuki; Ribeka Tanaka; Yu Tanaka; Masashi Toyoda; Nobuhiro Ueda; Honai Ueoka; Masao Utiyama; Ying Zhong
        NLP COVID-19 Workshop (Part 2) at the 2020 Conference on Empirical Methods in Natural Language Processing., 2020年11月, 査読有り
      • Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
        Haoran Zhang; Qianying Liu; Aysa Xuemo Fan; Heng Ji; Daojian Zeng; Fei Cheng; Daisuke Kawahara; Sadao Kurohashi
        Findings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020年11月, 査読有り
      • Predicting Event Time by Classifying Sub-Level Temporal Relations Induced from a Unified Representation of Time Anchors
        Fei Cheng; Yusuke Miyao
        arXiv, 2020年07月
      • A System for Worldwide COVID-19 Information Aggregation
        Akiko Aizawa; Frederic Bergeron; Junjie Chen; Fei Cheng; Katsuhiko Hayashi; Kentaro Inui; Hiroyoshi Ito; Daisuke Kawahara; Masaru Kitsuregawa; Hirokazu Kiyomaru; Masaki Kobayashi; Takashi Kodama; Sadao Kurohashi; Qianying Liu; Masaki Matsubara; Yusuke Miyao; Atsuyuki Morishima; Yugo Murawaki; Kazumasa Omura; Haiyue Song; Eiichiro Sumita; Shinji Suzuki; Ribeka Tanaka; Yu Tanaka; Masashi Toyoda; Nobuhiro Ueda; Honai Ueoka; Masao Utiyama; Ying Zhong
        Poster of NLP-COVID19 Workshop at the 58th Annual Meeting of the Association for Computational Linguistics, 2020年07月
      • Pre-training via Leveraging Assisting Languages for Neural Machine Translation
        Haiyue Song; Raj Dabre; Zhuoyuan Mao; Fei Cheng; Sadao Kurohashi; Eiichiro Sumita
        Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020年07月, 査読有り
      • Adversarial Training for Commonsense Inference
        Lis Pereira; Xiaodong Liu; Fei Cheng; Masayuki Asahara; Ichiro Kobayashi
        Proceedings of the 5th Workshop on Representation Learning for NLP, 2020年07月, 査読有り
      • 依存関係と文脈表現を用いた日本語時間関係識別
        Chenjing Geng; Fei Cheng,Lis; Kanashiro Pereira; Masayuki Asahara; Ichiro Kobayashi
        人工知能学会全国大会(第34回), 2020年06月
      • Towards a Versatile Medical-Annotation Guideline Feasible Without Heavy Medical Knowledge: Starting From Critical Lung Diseases
        Shuntaro Yada; Ayami Joh; Ribeka Tanaka; Fei Cheng; Eiji Aramaki; Sadao Kurohashi
        Proceedings of The 12th Language Resources and Evaluation Conference, 2020年05月, 査読有り
      • Dependency Enhanced Contextual Representations for JapaneseTemporal Relation Classification
        Chenjing Geng; Lis Kanashiro; Pereira; Fei Cheng; Masayuki Asahara; Ichiro Kobayashi
        ⾔語処理学会第26 回年次⼤会, 2020年03月
      • Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning
        Fei Cheng; Masayuki Asahara; Ichiro Kobayashi; Sadao Kurohashi
        Findings of the Association for Computational Linguistics: EMNLP 2020, 2020年, 査読有り, 筆頭著者
      • Automatic Error Correction on Japanese Functional Expressions Using Character-based Neural Machine Translation
        Jun Liu; Fei Cheng; Yiran Wang; Yuji Matsumoto
        The 32nd Pacific Asia Conference on Language, Information and Computation (PACLIC), oral presentation, 2018年12月, 査読有り
      • Inducing Temporal Relations from Time Anchor Annotation
        Fei Cheng; Yusuke Miyao
        Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologie, Volumn 1, 2018年06月, 査読有り
      • Studies on improving two fundamental steps for Chinese natural language processing: word segmentation and spelling check
        Fei Cheng
        Nara Institute of Science and Technology, Ph.D. Dissertation, 2018年03月23日, 査読有り
      • 経済記事からの不祥事報道検知
        Jason Bennett; 野原崇史; Fei Cheng; 石田隆; 宮尾祐介
        言語処理学会 第24回年次大会, 2018年03月
      • 時刻アノテーションから導出した時間順序関係による時間情報解析
        Fei Cheng; Yusuke Miyao
        言語処理学会 第24回年次大会, 2018年03月
      • Towards a Consistent Segmentation Level Across Multiple Chinese Word Segmentation Corpora
        Fei Cheng; Kevin Duh; Yuji Matsumoto
        Journal of Natural Language Processing, 2017年12月, 査読有り
      • Classifying temporal relations by bidirectional LSTM over dependency paths
        Fei Cheng; Yusuke Miyao
        ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, 2017年, 査読有り
      • A Hybrid Ranking Approach to Chinese Spelling Check
        Xiaodong Liu*; Fei Cheng*; Kevin Duh; Yuji Matsumoto; (*)qual contribution
        ACM Trans. Asian Low-Resour. Lang. Inf. Process., 2015年11月, 査読有り
      • Synthetic word parsing improves chinese word segmentation
        Cheng, Fei; Kevin Duh; Yuji Matsumoto
        Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, Volume 2, 2015年, 査読有り
      • Parsing Chinese Synthetic Words with a Character-based Dependency Model
        Fei Cheng; Kevin Duh; Yuji Matsumoto
        LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2014年, 査読有り
      • A Hybrid Chinese Spelling Correction Using Language Model and Statistical Machine Translation with Reranking
        Xiaodong Liu; Fei Cheng; Yanyan Luo; Kevin Duh; Yuji Matsumoto
        Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing, 2013年10月, 査読有り
      • Using Large-scale unlabeled data for parsing internal structure of Chinese synthetic words
        Fei Cheng
        2013年03月22日, 査読有り

      産業財産権

      • 特開2019-149072, 特願2018-034224, イベント時間情報特定システム
        宮尾祐介; 程飛; ジェイスンベネット; 野原崇史

      受賞

      • 2021年08月05日
        The 15th International Workshop on Semantic Evaluation (SemEval-2021), Best System Paper Award (Honorable Mention)

      外部資金:科学研究費補助金

      • Temporal knowledge supervision for pre-training tranfer learning models
        新学術領域研究(研究領域提案型)
        複合領域
        京都大学
        程 飛
        自 2021年04月01日, 至 2023年03月31日, 交付
        Temporal Knowledge;Natural Language;Neural Networks;Deep Learning
      • Exploring Deep Neural Networks for Temporal Information Extraction
        新学術領域研究(研究領域提案型)
        複合領域
        京都大学
        程 飛
        自 2019年04月01日, 至 2021年03月31日, 完了
        Information extraction;Neural networks;Language processing;Temporal Information;Natural Language;Deep Learning;Information Extraction;Relation Extraction;Temporal Relation;Neural Networks;Multilingual Data
      list
        Last Updated :2022/06/24

        学術・社会貢献

        委員歴

        • 自 2015年, 至 現在
          Program Committee Member, Review Committee Member, TALLIP, ACL, NAACL, EMNLP, AAAI

        ページ上部へ戻る