Cheng Fei 程飛

Researcher Number	70801570
Other IDs
Affiliation (Current)	2025: 京都大学, 情報学研究科, 特定講師
Affiliation (based on the past Project Information) *help	2019 – 2024: 京都大学, 情報学研究科, 特定助教
Review Section/Research Field	Principal Investigator Complex systems / Basic Section 61030:Intelligent informatics-related Except Principal Investigator Basic Section 09050:Tertiary education-related
Keywords	Principal Investigator Neural Networks / Deep Learning / Natural Language / 時間的常識推論 / 常識推論 / 大規模言語モデル / 自然言語処理 / Contrastive learning / Numerical reasoning / Common sense reasoning … More / Large language model / Temporal reasnoning / Temporal Knowledge / contrastive learning / knowledge pre-training / temporal reasoning / transfer learning / deep neural networks / temporal knowledge / Weak Supervision / Large Language Model / Commonsense Reasoning / Temporal Reasoning / Multilingual Data / Temporal Relation / Relation Extraction / Information Extraction / Temporal Information / Language processing / Neural networks / Information extraction … More Except Principal Investigator ChatGPT / フレームワーク構築 / 生成AI / 高等教育 Less

Building a Comprehensive Framework for the Integration of Generative AI into Educational and Learning Environments in Higher Education
- Principal Investigator
  
  LI MING
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 09050:Tertiary education-related
- Research Institution
  Osaka University
Is "2019" Earlier than "2022"? Unsupervised Temporal Representation Learning via Contrastive Learning.Principal Investigator
- Principal Investigator
  
  程飛
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kyoto University
Temporal knowledge supervision for pre-training tranfer learning modelsPrincipal Investigator
- Principal Investigator
  
  程飛
- Project Period (FY)
  2021 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Kyoto University
Exploring Deep Neural Networks for Temporal Information ExtractionPrincipal Investigator
- Principal Investigator
  
  程飛
- Project Period (FY)
  2019 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Kyoto University

All 2024 2023 2022 2020 2019

All Journal Article Presentation

[Journal Article] Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese2024
- Author(s)
  Yikun Sun, Zhen Wan, Nobuhiro Ueda, Sakiko Yahata, Fei Cheng, Chenhui Chu, Sadao Kurohashi
- Journal Title
  
  Proceedings of The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (COLING-LREC 2024)
  
  Volume: v1 Pages: 0-0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K16946
[Journal Article] ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision2023
- Author(s)
  Qianying Liu, Wenyu Guan, Jianhao Shen, Fei Cheng, Sadao Kurohashi
- Journal Title
  
  Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)
  
  Volume: v1 Pages: 2549-2562
- DOI
  10.18653/v1/2023.eacl-main.186
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16946
[Journal Article] Adversarial Training for Commonsense Inference2020
- Author(s)
  Lis Pereira, Xiaodong Liu, Fei Cheng, Masayuki Asahara, Ichiro Kobayashi
- Journal Title
  
  Proceedings of the 5th Workshop on Representation Learning for NLP
  
  Volume: ACL-RepL4NLP Pages: 55-60
- DOI
  10.18653/v1/2020.repl4nlp-1.8
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-19H05318
[Journal Article] Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction2020
- Author(s)
  Ranran Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, Sadao Kurohashi
- Journal Title
  
  Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing
  
  Volume: Findings volume Pages: 236-246
- DOI
  10.18653/v1/2020.findings-emnlp.23
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-19H05318
[Journal Article] Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning2020
- Author(s)
  Cheng Fei、Asahara Masayuki、Kobayashi Ichiro、Kurohashi Sadao
- Journal Title
  
  Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing
  
  Volume: Findings volume Pages: 1352-1357
- DOI
  10.18653/v1/2020.findings-emnlp.121
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-19H05318
[Presentation] マルチタスク学習を用いた時間を認識する汎用言語モデルの構築2023
- Author(s)
  船曳日佳里, Lis Kanashiro Pereira, 木村麻友子 , 浅原正幸, Fei Cheng, 越智綾子, 小林一郎
- Organizer
  2023年度人工知能学会全国大会（第37回）
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision2023
- Author(s)
  Qianying Liu, Wenyu Guan, Jianhao Shen, Fei Cheng, Sadao Kurohashi
- Organizer
  Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] 時間関係タスクを対象にしたマルチタスク学習におけるデータの親和性の解析2023
- Author(s)
  木村麻友子, Lis Kanashiro Pereira, 浅原正幸, Fei Cheng, 越智綾子, 小林一郎
- Organizer
  言語処理学会第29回年次大会
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] 大規模言語モデルに基づく複数の外部ツールを利用した推論フレームワーク2023
- Author(s)
  稲葉達郎, 清丸寛一, Fei Cheng, 黒橋禎夫
- Organizer
  言語処理学会第29回年次大会 (優秀賞, 11/579件)
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] 日本語の時間的常識を理解する言語モデルの構築を目的としたマルチタスク学習における検証2023
- Author(s)
  船曳日佳里, Lis Kanashiro Pereira, 木村麻友子 , 浅原正幸, Fei Cheng, 越智綾子, 小林一郎
- Organizer
  言語処理学会第29回年次大会
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision2023
- Author(s)
  Zhen Wan, Fei Cheng, Qianying Liu, Zhuoyuan Mao, Haiyue Song, Sadao Kurohashi
- Organizer
  Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023). Findings Volume
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction2022
- Author(s)
  Zhen Wan, Qianying Liu, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, Jiwei Li
- Organizer
  Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] Improving Medical Relation Extraction with Distantly Supervised Pre-training2022
- Author(s)
  Zhen Wan, Fei Cheng, Zhuoyuan Mao, Qianying Liu, Haiyue Song, Sadao Kurohashi
- Organizer
  言語処理学会第28回年次大会, 浜松, (2022.3.14).
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] Attention is All you Need for Robust Temporal Reasoning2022
- Author(s)
  Lis Kanashiro Pereira, Kevin Duh, Fei Cheng, Masayuki Asahara, Ichiro Kobayashi
- Organizer
  Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022), Marseille, France, (2022.6).
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] Improving Event Duration Question Answering by Leveraging Existing Temporal Information Extraction Data2022
- Author(s)
  Felix Giovanni Virgo, Fei Cheng, Sadao Kurohashi
- Organizer
  Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022), Marseille, France, (2022.6).
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] 時間的常識理解へ向けた言語モデル構築への取り組み2022
- Author(s)
  木村麻友子, KANASHIRO Pereira Lis, 浅原正幸, CHENG Fei, 越智綾子, 小林一郎
- Organizer
  2022年度人工知能学会全国大会（第36回）
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] Improving Event Duration Question Answering by Leveraging Existing Temporal Information Extraction Data2022
- Author(s)
  Felix Giovanni Virgo, Fei Cheng, Sadao Kurohashi
- Organizer
  Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-21H00308
[Presentation] Dependency Enhanced Contextual Representations forJapanese Temporal Relation Classification2019
- Author(s)
  Chenjing Geng, Lis Kanashiro Pereira, Fei Cheng, Masayuki Asahara, Ichiro Kobayashi
- Organizer
  言語処理学会2020
- Data Source
  KAKENHI-PUBLICLY-19H05318
[Presentation] 依存関係と文脈表現を用いた日本語時間関係識別2019
- Author(s)
  Chenjing Geng, Fei Cheng, Lis Kanashiro Pereira, Masayuki Asahara, Ichiro Kobayashi
- Organizer
  人工知能学会2020
- Data Source
  KAKENHI-PUBLICLY-19H05318

1. LI MING (50778107)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. ヤマモトベバリーアン (10432436)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 村上正行 (30351258)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. ENKHTUR ARIUNAA (50866564)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 陳麗蘭 (50972212)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Cheng Fei 程 飛

Research Projects

Research Products

Co-Researchers

Building a Comprehensive Framework for the Integration of Generative AI into Educational and Learning Environments in Higher Education

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Is "2019" Earlier than "2022"? Unsupervised Temporal Representation Learning via Contrastive Learning.Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Temporal knowledge supervision for pre-training tranfer learning modelsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Exploring Deep Neural Networks for Temporal Information ExtractionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese2024

Author(s)

Journal Title

Data Source

[Journal Article] ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Adversarial Training for Commonsense Inference2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning2020

Author(s)

Journal Title

DOI

Data Source

[Presentation] マルチタスク学習を用いた時間を認識する汎用言語モデルの構築2023

Author(s)

Organizer

Data Source

[Presentation] ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision2023

Author(s)

Organizer

Data Source

[Presentation] 時間関係タスクを対象にしたマルチタスク学習におけるデータの親和性の解析2023

Author(s)

Organizer

Data Source

[Presentation] 大規模言語モデルに基づく複数の外部ツールを利用した推論フレームワーク2023

Author(s)

Organizer

Data Source

[Presentation] 日本語の時間的常識を理解する言語モデルの構築を目的としたマルチタスク学習における検証2023

Author(s)

Organizer

Data Source

[Presentation] Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision2023

Author(s)

Organizer

Data Source

[Presentation] Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction2022

Author(s)

Organizer

Data Source

Cheng Fei 程飛