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    • 国際会議
      LLM / NLP

       “A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis“

      Izzenddin Gur, Hiroki Furuta, Austin Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust

      International Conference on Learning Representations (ICLR2024)

    • 国際会議
      LLM / NLP ロボティクス

      “Multimodal Web Navigation with Instruction-Finetuned Foundation Models“

      Hiroki Furuta, Kuang-Huei Lee, Ofir Nachum, Yutaka Matsuo, Aleksandra Faust, Shixiang Shane Gu, Izzenddin Gur

      International Conference on Learning Representations (ICLR2024)

    • 国際会議
      LLM / NLP

      “Suspicion Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4”

      Jiaxian Guo, Bo Yang, Paul Yoo, Bill Yuchen Lin, Yusuke Iwasawa, Yutaka Matsuo

      “Suspicion Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4”

    • 国際会議
      LLM / NLP

      Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text

      Qi Cao, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

      Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023). December 2023.

    • 国際会議
      LLM / NLP

      Target-Aware Contextual Political Bias Detection in News

      Iffat Maab, Edison Marrese-Taylor, Yutaka Matsuo

      Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL 2023). November 2023

    • 国際会議
      LLM / NLP

      DiffusER: Diffusion via Edit-based Reconstruction

      Machel Reid, Vincent Josua Hellendoorn, Graham Neubig

      International Conference on Learning Representations (ICLR2023)

    • 国際会議
      LLM / NLP

      On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing

      Itsuki Okimura, Machel Reid, Makoto Kawano and Yutaka Matsuo.

      Proceedings of the Third Workshop on Insights from Negative Results in NLP, Online and Dublin, Ireland. Association for Computational Linguistics. Best Paper Award

    • 国際会議
      LLM / NLP

      A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation

      David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles HACHEME, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Abbott, Mohamed Ahmed, Millicent Ochieng, Anuoluwapo Aremu, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi KALIPE, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya

      The 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022). July 2022. Association for Computational Linguistics

    • 国際会議
      LLM / NLP

      PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining

      Machel Reid and Mikel Artetxe.

      7th Workshop on Representation Learning for NLP (non-archival), ACL 2022.

    • 国際会議
      LLM / NLP

      AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages

      Machel Reid, Junjie Hu, Graham Neubig and Yutaka Matsuo

      The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021). November 2021. Association for Computational Linguistics.