革新知能統合研究センター

自然言語処理のトップカンファレンスの一つであるEMNLP 2024において、AIPセンターから8本の論文が採択されました。

EMNLP2024は、11月12日～16日にマイアミ（フロリダ）で開催されます。

[EMNLP 2024] https://2024.emnlp.org/

[Main Conference]

• Exploring Intra and Inter-language Consistency in Embeddings with ICA
  Rongzhi Li（The University of Tokyo）
  Takeru Matsuda （The University of Tokyo / RIKEN CBS）
  Hitomi Yanaka （The University of Tokyo / RIKEN AIP）
• First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning
  Yoichi Aoki (Tohoku University)
  Keito Kudo (Tohoku University)
  Tatsuki Kuribayashi (MBZUAI / RIKEN AIP)
  Shusaku Sone (Ichinoseki Kosen/Tohoku University)
  Masaya Taniguchi (RIKEN AIP)
  Keisuke Sakaguchi (Tohoku University / RIKEN AIP)
  Kentaro Inui (MBZUAI/Tohoku University/ RIKEN AIP)

• Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slotfilling
  Irfan Robbani (JAIST)
  Paul Reisert (Beyond Reason)
  Surawat Pothong (JAIST)
  Naoya Inoue (JAIST/ RIKEN AIP)
  Camélia Guerraoui (Tohoku University/ RIKEN AIP / INSA Lyon)
  Wenzhi Wang (Tohoku University/ RIKEN AIP)
  Shoichi Naito (Rocoh/Tohoku University)
  Jungmin Choi (RIKEN AIP)
  Kentaro Inui (MBZUAI/Tohoku University / RIKEN AIP)
• Low-rank Subspace for Binding in Large Language Models
  Qin Dai (Tohoku University)
  Benjamin Heinzerling (RIKEN AIP)
  Kentaro Inui (MBZUAI/Tohoku University / RIKEN AIP)
• Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification
  Ming Li (The University of Tokyo)
  Jike Zhong (Ohio State University)
  Chenxin Li (The Chinese University of Hong Kong)
  Liuzhuozheng Li (The University of Tokyo)
  Nie Lin (The University of Tokyo)
  Masashi Sugiyama (RIKEN AIP / The University of Tokyo)

[Findings]

• Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
  Dongyuan Li (Tokyo Institute of Technology)
  Ying Zhang (RIKEN AIP)
  Zhen Wang (Tokyo Institute of Technology)
  Shiyin Tan (Tokyo Institute of Technology)
  Satoshi Kosugi (Tokyo Institute of Technology)
  Manabu Okumura (Tokyo Institute of Technology)
• Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding
  Yihua Zhu (Kyoto University / RIKEN AIP)
  Hidetoshi Shimodaira　(Kyoto University / RIKEN AIP)
• Designing Logic Pattern Templates for Counter-Argument Logical Structure Analysis
  Shoichi Naito (RICoh/Tohoku University)
  Wenzhi Wang (Tohoku University/RIKEN AIP)
  Paul Reisert (Beyond Reason)
  Naoya Inoue (JAIST/RIKEN AIP)
  Camélia Guerraoui (Tohoku University/RIKEN AIP / INSA Lyon)
  Kenshi Yamaguchi (Tohoku University)
  Jungmin Choi (RIKEN AIP)
  Irfan Robbani (JAIST)
  Surawat Pothong (JAIST)
  Kentaro Inui (MBZUAI/Tohoku University/RIKEN AIP)

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