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Cheng, Fei

Graduate School of Informatics, Department of Intelligence Science and Technology Program-Specific Assistant Professor

Cheng, Fei
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    Last Updated :2022/05/14

    Basic Information

    Professional Memberships

    • The Association of Computational LInguistics

    Academic Degree

    • (Nara Institute of Science and Technology)
    • (Nara Institute of Science and Technology)

    Research History

    • From Apr. 2019, To Present
      Kyoto University, Graduate School of Informatics, Assistant Professor
    • From Sep. 2016, To Mar. 2019
      National Institute of Informatics, Research Center for Smart Data, Post-doctoral Researcher
    • From Apr. 2012, To Mar. 2016
      Nara Institute of Science and Technology, Graduate School of Information Science, Research Assistant
    • From Jul. 2005, To Oct. 2009
      Shanghai Jiaoda Withub Information Industrial Co Ltd, Engineer

    ID,URL

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      Last Updated :2022/05/14

      Research

      Research Topics, Overview of the research

      • Research Topics

        Natural Language Processing, Information Extraction
      • Overview of the research

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

      Research Interests

      • Morphological Analysis
      • Information Extraction
      • Computational Linguistics

      Research Areas

      • Informatics, Intelligent informatics, Natural Language Processing, Computational Linguistics

      Papers

      • 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), Nov. 2021, Peer-reviewed
      • 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), Nov. 2021, Peer-reviewed
      • 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), Nov. 2021, Peer-reviewed
      • 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, Peer-reviewed
      • 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., Nov. 2020, Peer-reviewed
      • 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, Nov. 2020, Peer-reviewed
      • Predicting Event Time by Classifying Sub-Level Temporal Relations Induced from a Unified Representation of Time Anchors
        Fei Cheng; Yusuke Miyao
        arXiv, Jul. 2020
      • 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, Jul. 2020
      • 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, Jul. 2020, Peer-reviewed
      • 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, Jul. 2020, Peer-reviewed
      • Japanese Temporal Relation Classification with Joint Dependency and Contextual Representations
        Chenjing Geng; Fei Cheng,Lis; Kanashiro Pereira; Masayuki Asahara; Ichiro Kobayashi
        人工知能学会全国大会(第34回), Jun. 2020
      • 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, May 2020, Peer-reviewed
      • 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, Mar. 2020
      • 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, Peer-reviewed, Lead author
      • 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, Dec. 2018, Peer-reviewed
      • 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, Jun. 2018, Peer-reviewed
      • 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, 23 Mar. 2018, Peer-reviewed
      • 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, Mar. 2018
      • 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, Mar. 2018
      • Towards a Consistent Segmentation Level Across Multiple Chinese Word Segmentation Corpora
        Fei Cheng; Kevin Duh; Yuji Matsumoto
        Journal of Natural Language Processing, Dec. 2017, Peer-reviewed
      • 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, Peer-reviewed
      • 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., Nov. 2015, Peer-reviewed
      • 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, Peer-reviewed
      • 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, Peer-reviewed
      • 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, Oct. 2013, Peer-reviewed
      • Using Large-scale unlabeled data for parsing internal structure of Chinese synthetic words
        Fei Cheng
        22 Mar. 2013, Peer-reviewed

      Industrial Property Rights

      • 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

      Awards

      • 05 Aug. 2021
        The 15th International Workshop on Semantic Evaluation (SemEval-2021), Best System Paper Award (Honorable Mention)

      External funds: Kakenhi

      • Temporal knowledge supervision for pre-training tranfer learning models
        Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
        Complex systems
        Kyoto University
        程 飛
        From 01 Apr. 2021, To 31 Mar. 2023, Granted
        Temporal Knowledge;Natural Language;Neural Networks;Deep Learning
      • Exploring Deep Neural Networks for Temporal Information Extraction
        Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
        Complex systems
        Kyoto University
        程 飛
        From 01 Apr. 2019, To 31 Mar. 2021, Project Closed
        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 :2022/05/14

        Academic, Social Contribution

        Committee Memberships

        • From 2015, To Present
          Program Committee Member, Review Committee Member, TALLIP, ACL, NAACL, EMNLP, AAAI

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