Publications++

Also refer to my Google Scholar page. My publication list is divided into international (English) and domestic (Japanese) parts.

International (written and/or presented in English)

  • arXiv
  • Multilingual Extractive Reading Comprehension by Runtime Machine Translation
    Akari Asai, Akiko Eriguchi, Kazuma Hashimoto, and Yoshimasa Tsuruoka
    arXiv cs.CL 1809.03275
    [paper, code&data, bibtex]

  • Journal
  • === 2019 ===

    Incorporating Source-Side Phrase Structures into Neural Machine Translation
    Akiko Eriguchi, Kazuma Hashimoto and Yoshimasa Tsuruoka
    Computational Linguistics (CL)
    [paper, bibtex]

    === 2018 ===

    Parallelizing and optimizing neural Encoder-Decoder models without padding on multi-core architecture
    Yuchen Qiao, Kazuma Hashimoto, Akiko Eriguchi, Haixia Wang, Dongsheng Wang, Yoshimasa Tsuruoka, and Kenjiro Taura
    Future Generation Computer Systems (FGCS)
    [paper, bibtex]

    === 2016 ===

    Topic detection using paragraph vectors to support active learning in systematic reviews
    Kazuma Hashimoto, Georgios Kontonatsios, Makoto Miwa, and Sophia Ananiadou
    Journal of Biomedical Informatics (JBI)
    [paper, bibtex, code, supplementary material]

  • Conference/Workshop
  • === 2020 ===

    Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
    Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, and Caiming Xiong
    Eighth International Conference on Learning Representations (ICLR 2020)
    [paper, code, bibtex]

    === 2019 ===

    A High-Quality Multilingual Dataset for Structured Documentation Translation
    Kazuma Hashimoto, Raffaella Buschiazzo, James Bradbury, Teresa Marshall, Richard Socher, and Caiming Xiong
    The Fourth Conference on Machine Translation (WMT 2019)
    [paper, supplementary material, code&data, bibtex]

    Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
    Kazuma Hashimoto and Yoshimasa Tsuruoka
    The 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019)
    [paper, code, bibtex]

    === 2018 ===

    A Robust Adversarial Adaptation for Unsupervised Word Translation
    Kazuma Hashimoto, Ehsan Hosseini-Asl, Caiming Xiong and Richard Socher
    The 4th Workshop on Noisy User-generated Text (W-NUT)
    [paper, poster]

    === 2017 ===

    Neural Machine Translation with Source-Side Latent Graph Parsing
    Kazuma Hashimoto and Yoshimasa Tsuruoka
    The 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017)
    [paper, slides, project page, bibtex]

    A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks
    Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, and Richard Socher
    The 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017)
    [paper, poster, project page, demo, bibtex]

    Cache Friendly Parallelization of Neural Encoder-Decoder Models without Padding on Multi-core Architecture
    Yuchen Qiao, Kazuma Hashimoto, Akiko Eriguchi, Haxia Wang, Dongsheng Wang, Yoshimasa Tsuruoka, and Kenjiro Taura
    The 6th International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics (ParLearning 2017)
    [paper, bibtex] Improvement over my N3LP!!

    === 2016 ===

    Tree-to-Sequence Attentional Neural Machine Translation
    Akiko Eriguchi, Kazuma Hashimoto and Yoshimasa Tsuruoka
    The 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016)
    [paper, code&data, poster, bibtex]

    Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
    Kazuma Hashimoto and Yoshimasa Tsuruoka
    The 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016)
    [paper, code&data, slides, video, bibtex]

    Domain Adaptation for Neural Networks by Parameter Augmentation
    Yusuke Watanabe, Kazuma Hashimoto, and Yoshimasa Tsuruoka
    The 1st Workshop on Representation Learning for NLP (RepL4NLP 2016)
    [paper, bibtex] Best Paper Award!!

    Character-based Decoding in Tree-to-Sequence Attention-based Neural Machine Translation
    Akiko Eriguchi, Kazuma Hashimoto, and Yoshimasa Tsuruoka
    The 3rd Workshop on Asian Translation (WAT 2016)
    [paper, bibtex] (The UT-AKY system)

    Domain Adaptation and Attention-Based Unknown Word Replacement in Chinese-to-Japanese Neural Machine Translation
    Kazuma Hashimoto, Akiko Eriguchi, and Yoshimasa Tsuruoka
    The 3rd Workshop on Asian Translation (WAT 2016)
    [paper, slides, poster, bibtex] (The UT-KAY system)

    === 2015 ===

    Learning Embeddings for Transitive Verb Disambiguation by Implicit Tensor Factorization
    Kazuma Hashimoto and Yoshimasa Tsuruoka
    The 3rd Workshop on Continuous Vector Space Models and their Compositionality (CVSC 2015)
    [paper, slides, poster, demo, code&deta, bibtex]

    Task-Oriented Learning of Word Embeddings for Semantic Relation Classification
    Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, and Yoshimasa Tsuruoka
    The Nineteenth Conference on Computational Natural Language Learning (CoNLL 2015)
    [paper, slides, video, code&data, bibtex]

    === 2014 ===

    Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures
    Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, and Yoshimasa Tsuruoka
    The 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP 2014)
    [paper, slides, video, code&data, bibtex]

    === 2013 ===

    Simple Customization of Recursive Neural Networks for Semantic Relation Classification
    Kazuma Hashimoto, Makoto Miwa, Yoshimasa Tsuruoka, and Takashi Chikayama
    The 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP 2013)
    [paper, poster, code&data, bibtex]

  • Talk
  • Jointly Learning Word and Phrase Embeddings Using Neural Networks and Implicit Tensor Factorization
    Talk at Machine Reading Lab., University College London, UK, June 19th, 2015.
    [slides]

Domestic (written and/or presented in Japanese)

  • Talk
  • 国際会議 EMNLP 2017 参加報告 (2)
    第4回 自然言語処理シンポジウム, 東京, 2017年12月20日
    [スライド, リンク]

    構文情報を利用したニューラルネットワークによる自然言語処理
    第38回 名古屋地区NLPセミナー, 名古屋, 2016年4月26日
    [スライド, リンク]

    鶴岡研におけるニューラルネット + NLP
    第3回 NLP-DL勉強会, Preferred Networks, 東京, 2016年4月13日
    [スライド]

  • Conference/Symposium/Workshop
  • === 2017 ===

    文の潜在グラフ表現の学習: ニューラル機械翻訳での検証
    橋本和真, 鶴岡慶雅
    言語処理学会 第23回年次大会 (NLP 2017)
    [論文, スライド] ※続きはEMNLP 2017

    === 2016 ===

    句構造へのアテンションに基づくニューラル機械翻訳モデル
    江里口瑛子, 橋本和真, 鶴岡慶雅
    言語処理学会 第22回年次大会 (NLP 2016)
    [論文, スライド] 若手奨励賞 ※続きはACL 2016

    構成性と非構成性を同時に考慮した動詞句の表現学習
    橋本和真, 鶴岡慶雅
    言語処理学会 第22回年次大会 (NLP 2016)
    [論文, スライド] ※続きはACL 2016

    直列化された係り受け構造によるニューラルネット文生成
    渡辺有祐, 橋本和真, 鶴岡慶雅
    言語処理学会 第22回年次大会 (NLP 2016)
    [論文]

    === 2015 ===

    構文情報を利用した事前並べ替えとニューラルネットワーク機械翻訳の同時学習
    外山翔平, 橋本和真, 鶴岡慶雅
    言語処理学会 第21回年次大会 (NLP 2015)
    [論文, スライド]

    テンソル分解に基づく述語項構造のモデル化と動詞句の表現ベクトルの学習
    橋本和真, 鶴岡慶雅
    言語処理学会 第21回年次大会 (NLP 2015)
    [論文, スライド] 最優秀賞 ※続きはCVSC 2015

    === 2014 ===

    関係分類に特化した特徴量の分散表現学習
    橋本和真, 鶴岡慶雅
    NLP若手の会 第9回シンポジウム (YANS 2014)
    [概要, スライド] 奨励賞 ※続きはCoNLL 2015

    述語項構造に基づくニューラルネットワーク言語モデルの学習
    橋本和真, 三輪誠, 鶴岡慶雅, 近山隆
    言語処理学会 第20回年次大会 (NLP 2014)
    [論文, ポスター] 若手奨励賞 ※続きはEMNLP 2014

    === 2013 ===

    構文情報を用いた平均化再帰的ニューラルネットワークによる意味的関係分類
    橋本和真, 三輪誠, 鶴岡慶雅, 近山隆
    NLP若手の会 第8回シンポジウム (YANS 2013)
    [ポスター, スライド] 奨励賞 ※詳しくはEMNLP 2013

    半教師有り再帰的オートエンコーダの生体医学分野のテキストへの適用
    橋本和真, 三輪誠, 鶴岡慶雅, 近山隆
    言語処理学会 第19回年次大会 (NLP 2013)
    [論文, ポスター]