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    • 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

      Large Language Models are Zero-Shot Reasoners

      Takeshi Kojima, Shixiang Shane Gu, Machel Reid, Yutaka Matsuo, Yusuke Iwasawa

      Neural Information Processing Systems (NeurIPS 2022)

    • 論文誌
      LLM / NLP 応用研究

      LSTMモデルによる金融経済レポートの指数化

      山本裕樹, 落合桂一, 鈴木雅大, 松尾豊

      情報処理学会論文誌トランザクションデジタルプラクティス (2022)

    • 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.

    • 受賞
      LLM / NLP コンピュータービジョン

      第25回画像の認識・理解シンポジウム (MIRU2022) MIRU優秀賞: Pixel vs. Object: 変化キャプショニングにおける最適な画像表現についての研究

      土居健人, 濱口竜平, 岩澤有祐, 大西正輝, 松尾豊, 櫻田健,

    • 受賞
      LLM / NLP

      Best Paper Award：“On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing”. Proceedings of the Third Workshop on Insights from Negative Results in NLP, Online and Dublin, Ireland. Association for Computational Linguistics, 2022

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

    • 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.

    • 国際会議
      LLM / NLP

      Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers

      Machel Reid, Edison Marrese-Taylor and Yutaka Matsuo.

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