Sakaguchi Keisuke 坂口慶祐

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坂口慶祐サカグチケイスケ

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Researcher Number	20934087
Affiliation (Current)	2025: 東北大学, 情報科学研究科, 准教授
Affiliation (based on the past Project Information) *help	2025: 東北大学, 情報科学研究科, 准教授 2022 – 2023: 東北大学, 情報科学研究科, 准教授
Review Section/Research Field	Principal Investigator Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 60030:Statistical science-related / Basic Section 61030:Intelligent informatics-related / Informatics
Keywords	Principal Investigator 記号処理 / 推論 / 深層学習 / マルチモーダル / 大規模言語モデル / 自然言語処理

Research Projects
(2 results)
Research Products
(30 results)

マルチモーダル抽象推論過程の解明Principal Investigator
- Principal Investigator
  
  坂口慶祐
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
  Basic Section 60030:Statistical science-related
  Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
- Research Institution
  Tohoku University
現実世界の逐次的環境変化に協調的に適応するマルチモーダル自然言語理解モデルPrincipal Investigator
- Principal Investigator
  
  坂口慶祐
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Fund for the Promotion of Joint International Research (Home-Returning Researcher Development Research)
- Review Section
  
  Informatics
- Research Institution
  Tohoku University

All 2024 2023 2022

All Journal Article Presentation

[Journal Article] ELQA: A Corpus of Metalinguistic Questions and Answers about English2023
- Author(s)
  Shabnam Behzad, Keisuke Sakaguchi, Nathan Schneider, Amir Zeldes
- Journal Title
  
  Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  
  Volume: 0 Pages: 2031-2047
- DOI
  10.18653/v1/2023.acl-long.113
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K21343
[Journal Article] Empirical Investigation of Neural Symbolic Reasoning Strategies2023
- Author(s)
  Yoichi Aoki, Keito Kudo, Tatsuki Kuribayashi, Ana Brassard, Masashi Yoshikawa, Keisuke Sakaguchi, Kentaro Inui
- Journal Title
  
  Findings of the Association for Computational Linguistics: EACL 2023
  
  Volume: 0 Pages: 1154-1162
- DOI
  10.18653/v1/2023.findings-eacl.86
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K21343
[Journal Article] RealTime QA: What's the Answer Right Now?2023
- Author(s)
  Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, Ronan Le Bras, Akari Asai, Xinyan Velocity Yu, Dragomir Radev, Noah A. Smith, Yejin Choi, Kentaro Inui
- Journal Title
  
  Thirty-seventh Conference on Neural Information Processing Systems Datasets and Benchmarks Track
  
  Volume: 0 Pages: 0-0
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K21343
[Journal Article] Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?2023
- Author(s)
  Keito Kudo, Yoichi Aoki, Tatsuki Kuribayashi, Ana Brassard, Masashi Yoshikawa, Keisuke Sakaguchi, Kentaro Inui
- Journal Title
  
  Proceedings of the 2023 Conference of the European Chapter of the Association for Computational Linguistics
  
  Volume: 0 Pages: 1343-1354
- DOI
  10.18653/v1/2023.eacl-main.98
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K21343, KAKENHI-PROJECT-22H00524
[Journal Article] Test-time Augmentation for Factual Probing2023
- Author(s)
  Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi, Kentaro Inui
- Journal Title
  
  Findings of the Association for Computational Linguistics: EMNLP 2023
  
  Volume: 0 Pages: 3650-3661
- DOI
  10.18653/v1/2023.findings-emnlp.236
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K21343, KAKENHI-PROJECT-21K17814
[Journal Article] I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation2023
- Author(s)
  Chandra Bhagavatula, Jena D Hwang, Doug Downey, Ronan Le Bras, Ximing Lu, Keisuke Sakaguchi, Swabha Swayamdipta, Peter West, Yejin Choi
- Journal Title
  
  Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  
  Volume: 0 Pages: 9614-9630
- DOI
  10.18653/v1/2023.acl-long.535
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] RLHFを用いた「面白い」短歌の自動生成の試み2024
- Author(s)
  羽根田賢和, 浦川通, 田口雄哉, 田森秀明, 坂口慶祐
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 検出器の判断に基づく大規模言語モデルの生成テキストの特徴分析2024
- Author(s)
  三浦東子, 谷口雅弥, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 大規模言語モデルにおける日本語ゼロ照応解析能力の分析2024
- Author(s)
  野末慎之介, 石月由紀子, 松林優一郎, 坂口慶祐
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 言語モデルからの知識削除：頻出実体の知識は副作用が破滅的2024
- Author(s)
  高橋良允, 鴨田豪, BenjaminHeinzerling, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] J-UniMorph: 日本語の形態論における意味分類の体系化2024
- Author(s)
  松崎孝介, 谷口雅弥, 乾健太郎, 坂口慶祐
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 自然画像で学習された画像埋め込みにダイアグラムを特徴づける情報は含まれているか？2024
- Author(s)
  吉田遥音, 工藤慧音, 青木洋一, 田中涼太, 斉藤いつみ, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 言語モデルの思考連鎖的推論における探索戦略の動的変化2024
- Author(s)
  青木洋一, 工藤慧音, 曾根周作, 栗林樹生, 谷口雅弥, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 日本の司法試験を題材としたGPTモデルの評価2024
- Author(s)
  チェジョンミン, 笠井淳吾, 坂口慶祐
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 算術推論問題における自己回帰型言語モデルの内部機序2024
- Author(s)
  工藤慧音, 青木洋一, 栗林樹生, 谷口雅弥, 曾根周作, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 長文生成の多面的評価:人手評価と自動評価の向上を目指して2024
- Author(s)
  鴨田豪, 浅井明里, BrassardAna, 坂口慶祐
- Organizer
  言語処理学会第30回年次大会論文集
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] ニューラル記号推論における推論過程の教示方法2023
- Author(s)
  青木洋一, 工藤慧音, Ana Brassard, 栗林樹生, 吉川将司, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第29回年次大会(NLP2023)
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] Empirical Investigation of Neural Symbolic Reasoning Strategies2023
- Author(s)
  Yoichi Aoki, Keito Kudo, Tatsuki Kuribayashi, Ana Brassard, Masashi Yoshikawa, Keisuke Sakaguchi, and Kentaro Inui
- Organizer
  Findings of the Association for Computational Linguistics: EACL 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?2023
- Author(s)
  Keito Kudo, Yoichi Aoki, Tatsuki Kuribayashi, Ana Brassard, Masashi Yoshikawa, Keisuke Sakaguchi, and Kentaro Inui
- Organizer
  Proceedings of the 2023 Conference of the European Chapter of the Association for Computational Linguistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 因果的プロンプトによる NLI の敵対的ロバスト性の強化2023
- Author(s)
  Pride Kavumba, Ana Brassard, Benjamin Heinzerling, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第29回年次大会(NLP2023)
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 大規模言語モデルにおける暗黙の推論生成能力の評価2023
- Author(s)
  根岸直生, 坂口慶祐, 乾健太郎
- Organizer
  第22回情報科学技術フォーラム（FIT2023）
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] Hagi bot: LLMを用いた対話状態追跡と人間らしい振る舞いで自然な議論を行うマルチモーダル対話システム2023
- Author(s)
  中野雄斗, 野末慎之介, 穀田一真, 有山知希, 佐藤魁, 曾根周作, 亀井遼平, 謝素春, 成田風香, 守屋彰二, 赤間怜奈, 松林優一郎, 坂口慶祐
- Organizer
  人工知能学会研究会資料言語・音声理解と対話処理研究会
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] Towards grammatically-informed feedback comments2023
- Author(s)
  Diana Galvan-Sosa, Steven Coyne, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第29回年次大会(NLP2023)
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] Developing a Typology for Language Learning Feedback2023
- Author(s)
  Steven Coyne, Diana Galvan-Sosa, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第29回年次大会(NLP2023)
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] テキストに基づくダイアグラム生成タスクの提案2023
- Author(s)
  吉田遥音, 工藤慧音, 青木洋一, 坂口慶祐
- Organizer
  NLP若手の会第18回シンポジウム
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 算術問題におけるニューラルモデルの構成的推論能力2023
- Author(s)
  工藤慧音, 青木洋一, 栗林樹生, Ana Brassard, 吉川将司, 坂口慶祐, 乾健太郎
- Organizer
  言語処理学会第29回年次大会(NLP2023)
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] Test-time Augmentation for Factual Probing2023
- Author(s)
  Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi, Kentaro Inui
- Organizer
  言語処理学会第29回年次大会(NLP2023)
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] 日本語学習のための形態意味中心の動詞活用2023
- Author(s)
  松崎孝介, 谷口雅弥, 坂口慶祐, 乾健太郎
- Organizer
  NLP若手の会第18回シンポジウム
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] Large Language Models: What will happen next?2022
- Author(s)
  Keisuke Sakaguchi
- Organizer
  2022 BrainLink X-Lab Day, Korean Federation of Science and Technology Societies (KOFST)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K21343
[Presentation] Twist Decoding: Diverse Generators Guide Each Other2022
- Author(s)
  Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Hao Peng, Ximing Lu, Dragomir Radev, Yejin Choi, Noah A. Smith
- Organizer
  Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K21343

Sakaguchi Keisuke 坂口 慶祐

坂口 慶祐 サカグチ ケイスケ

Research Projects

Research Products

マルチモーダル抽象推論過程の解明Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

現実世界の逐次的環境変化に協調的に適応するマルチモーダル自然言語理解モデルPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] ELQA: A Corpus of Metalinguistic Questions and Answers about English2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Empirical Investigation of Neural Symbolic Reasoning Strategies2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] RealTime QA: What's the Answer Right Now?2023

Author(s)

Journal Title

Data Source

[Journal Article] Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Test-time Augmentation for Factual Probing2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] RLHFを用いた「面白い」短歌の自動生成の試み2024

Author(s)

Organizer

Data Source

[Presentation] 検出器の判断に基づく大規模言語モデルの生成テキストの特徴分析2024

Author(s)

Organizer

Data Source

[Presentation] 大規模言語モデルにおける日本語ゼロ照応解析能力の分析2024

Author(s)

Organizer

Data Source

[Presentation] 言語モデルからの知識削除：頻出実体の知識は副作用が破滅的2024

Author(s)

Organizer

Data Source

[Presentation] J-UniMorph: 日本語の形態論における意味分類の体系化2024

Author(s)

Organizer

Data Source

[Presentation] 自然画像で学習された画像埋め込みにダイアグラムを特徴づける情報は含まれているか？2024

Author(s)

Organizer

Data Source

[Presentation] 言語モデルの思考連鎖的推論における探索戦略の動的変化2024

Author(s)

Organizer

Data Source

[Presentation] 日本の司法試験を題材としたGPTモデルの評価2024

Author(s)

Organizer

Data Source

[Presentation] 算術推論問題における自己回帰型言語モデルの内部機序2024

Author(s)

Organizer

Sakaguchi Keisuke 坂口慶祐

坂口慶祐サカグチケイスケ