Research
Publications
Category
Research Area
Year
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Slender-Mamba: Fully Quantized Mamba From Head to Toe.
Zhenxuan Yu, Takeshi Kojima, Yutaka Matsuo and Yusuke Iwasawa.
Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025).
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Geometric-Averaged Preference Optimization for Soft Preference Labels.
Hiroki Furuta, Kuang-Huei Lee, Shixiang Shane Gu, Yutaka Matsuo, Aleksandra Faust, Heiga Zen, Izzeddin Gur
Advances in Neural Information Processing Systems 37 (NeurIPS 2024)
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“Which Programming Language and What Features at the Pre-training Stage Affect Downstream Logical Inference Performance?”
Fumiya Uchiyama, Takeshi Kojima, Andrew Gambardella, Qi Cao, Yusuke Iwasawa, Yutaka Matsuo
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
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Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4.
Jiaxian Guo*, Bo Yang*, Paul Yoo, Yuchen Lin, Yutaka Matsuo, Yusuke Iwasawa
AAAI RL+LLM, 2024 (Oral).
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“Decoupling Noise and Toxic Parameters for Language Model Detoxification by Task Vector Merging.”
Yongmin Kim, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo
2024 First Conference on Language Modeling (COLM 2024).
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“Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks.”
Andrew Gambardella, Yusuke Iwasawa, Yutaka Matsuo
Proceeding of the 62nd Annual Meeting of the Association for Computer Linguistics (ACL2024)
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“KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques.”
Edison Marrese-Taylor
Proceeding of the 62nd Annual Meeting of the Association for Computer Linguistics (ACL2024)
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“Improving Low-resource Asian Machine Translation using Bilingual Lexical Resources.”
Francis Zheng, Edison Marrese-Taylor
Proceeding of the 62nd Annual Meeting of the Association for Computer Linguistics (ACL2024).
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On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific Neurons.”
Takeshi Kojima, Itsuki Okimura, Yusuke Iwasawa, Hitomi Yanaka, Yutaka Matsuo
The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2024)
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Media Bias Detection Across Families of Language Models
Iffat Maab, Edison Marrese-Taylor, Yutaka Matsuo
The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2024)