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    • 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. 

    • 国際会議
      LLM / NLP

      LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer

      Machel Reid and Victor Zhong

      Findings of the Association for Computational Linguistics: The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021).

    • 国際会議
      LLM / NLP

      Variational Inference for Learning Representations of Natural Language Edits

      Edison Marrese-Taylor, Machel Reid and Yutaka Matsuo.

      The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). February 2021.

    • 国際会議
      LLM / NLP

      DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video

      Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li and Stephen Gould

      The IEEE Winter Conference on Applications of Computer Vision (WACV). January 2021

    • 受賞
      LLM / NLP 応用研究

      ICMU Best Poster Award: Fast Spatial Twitter Search Method Using Location Adaptive Range Query

      Keiichi Ochiai, Daisuke Torii, Yusuke Fukazawa and Yutaka Matsuo

    • 論文誌
      LLM / NLP

      Tweet analysis for realtime event detection and earthquake reporting system development

      Takeshi Sakaki, Makoto Okazaki, Yutaka Matsuo

      IEEE Transactions on Knowledge and Data Engineering, Vol. 25, No. 4, pp. 919, 931 (2013)