Isonuma Masaru 磯沼大

… Alternative Names

磯沼大イソヌママサル

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Researcher Number	90854191
Other IDs
Affiliation (Current)	2026: 国立情報学研究所, 大規模言語モデル研究開発センター, 特任助教 2026: 東京大学, 大学院工学系研究科(工学部), 客員研究員
Affiliation (based on the past Project Information) *help	2023 – 2024: 東京大学, 大学院工学系研究科(工学部), 客員研究員
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related
Keywords	Principal Investigator 言語モデル / 大規模言語モデル / 機械学習 / 自然言語処理

Research Projects
(1 results)
Research Products
(10 results)

Bilevel Optimization for Training Generalizable Language ModelsPrincipal Investigator
- Principal Investigator
  
  磯沼大
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  The University of Tokyo

All 2024 2023

All Journal Article Presentation

[Journal Article] Unlearning Traces the Influential Training Data of Language Models2024
- Author(s)
  Masaru Isonuma, Ivan Titov
- Journal Title
  
  Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  
  Volume: 1 Pages: 6312-6325
- DOI
  10.18653/v1/2024.acl-long.343
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16940
[Journal Article] Dynamic Structured Neural Topic Model with Self-Attention Mechanism2023
- Author(s)
  Nozomu Miyamoto, Masaru Isonuma, Sho Takase, Junichiro Mori, Ichiro Sakata
- Journal Title
  
  Findings of the Association for Computational Linguistics: ACL 2023
  
  Volume: Findings of ACL 2023 Pages: 5916-5930
- DOI
  10.18653/v1/2023.findings-acl.366
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K16940
[Journal Article] Differentiable Instruction Optimization for Cross-Task Generalization2023
- Author(s)
  Masaru Isonuma, Junichiro Mori, Ichiro Sakata
- Journal Title
  
  Findings of the Association for Computational Linguistics: ACL 2023
  
  Volume: Findings of ACL 2023 Pages: 10502-10517
- DOI
  10.18653/v1/2023.findings-acl.667
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K16940
[Journal Article] SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation2023
- Author(s)
  Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
- Journal Title
  
  Findings of the Association for Computational Linguistics: ACL 2023
  
  Volume: Findings of ACL 2023 Pages: 6695-6715
- DOI
  10.18653/v1/2023.findings-acl.418
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K16940
[Presentation] コーパスの逆蒸留2024
- Author(s)
  盧慧敏, 磯沼大, 森純一郎, 坂田一郎
- Organizer
  言語処理学会第31回年次大会
- Data Source
  KAKENHI-PROJECT-23K16940
[Presentation] 逆学習による言語モデルの解析2024
- Author(s)
  磯沼大, イヴァンチトフ
- Organizer
  言語処理学会第30回年次大会
- Data Source
  KAKENHI-PROJECT-23K16940
[Presentation] 大規模言語モデルにおける有害コンテンツの逆学習2024
- Author(s)
  盧慧敏, 磯沼大, 森純一郎, 坂田一郎
- Organizer
  人工知能学会第38回全国大会
- Data Source
  KAKENHI-PROJECT-23K16940
[Presentation] 人工画像を用いたText-to-Imageモデルの事前学習2024
- Author(s)
  中尾純平, 磯沼大, 片岡裕雄, 森純一郎, 坂田一郎
- Organizer
  言語処理学会第30回年次大会
- Data Source
  KAKENHI-PROJECT-23K16940
[Presentation] Text-to-Imageモデルの学習における最適キャプションの探索2023
- Author(s)
  中尾純平, 磯沼大, 森純一郎, 坂田一郎
- Organizer
  人工知能学会第37回全国大会
- Data Source
  KAKENHI-PROJECT-23K16940
[Presentation] 汎用言語モデル学習のためのプロンプト最適化2023
- Author(s)
  磯沼大, 森純一郎, 坂田一郎
- Organizer
  人工知能学会第37回全国大会
- Data Source
  KAKENHI-PROJECT-23K16940

Isonuma Masaru 磯沼 大

磯沼 大 イソヌマ マサル

Research Projects

Research Products

Bilevel Optimization for Training Generalizable Language ModelsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Unlearning Traces the Influential Training Data of Language Models2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Dynamic Structured Neural Topic Model with Self-Attention Mechanism2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Differentiable Instruction Optimization for Cross-Task Generalization2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] コーパスの逆蒸留2024

Author(s)

Organizer

Data Source

[Presentation] 逆学習による言語モデルの解析2024

Author(s)

Organizer

Data Source

[Presentation] 大規模言語モデルにおける有害コンテンツの逆学習2024

Author(s)

Organizer

Data Source

[Presentation] 人工画像を用いたText-to-Imageモデルの事前学習2024

Author(s)

Organizer

Data Source

[Presentation] Text-to-Imageモデルの学習における最適キャプションの探索2023

Author(s)

Organizer

Data Source

[Presentation] 汎用言語モデル学習のためのプロンプト最適化2023

Author(s)

Organizer

Data Source

Isonuma Masaru 磯沼大

磯沼大イソヌママサル