Hitomi Yanaka

  • Profile

    ​谷中 瞳

    東京大学大学院 工学系研究科博士課程

    I am a Ph.D student and

    Affiliated Researcher

    in School of Engineering,

    at The University of Tokyo.



    Natural Language Processing, Semantics, Information Retrieval,

    Artificial Intelligence



    Information Security Specialist

    Applied Information

    Technology Engineer

    Fundamental Information Technology Engineer


    Software Keywords:

    Python(Django), Perl(Mojolicious), HTML, CSS, JavaScript(D3.js), JSON, XML, TCP/IP, ASP, MySQL, Git, Redmine, Slack, Latex



    UT Future Faculty Program student

    JWEF student member

    JSAI student member

    IPSJ student member

  • Education

    Ph.D student

    October 2015-Present

    Department of Systems Innovation,

    School of Engineering,

    The University of Tokyo

    Keyword: Semantic Textual Similarity

    Master's student

    April 2011-March 2013

    Department of Chemical System Engineering,

    School of Engineering,

    The University of Tokyo
    Keyword: Total Quality Management(TQM)

  • Work Experiences

    AIP Challenge Research Funding

    August 2017-Present

    "Learning semantic relations using natural deduction proof"

    Affiliated Researcher

    June 2017-Present

    at Center of Simulation Sciences in Ochanomizu University

    Affiliated Researcher

    October 2015-Present

    School of Engineering,

    The University of Tokyo

    Application Engineer

    April 2013-December 2015

    Japanese IT Company

    development of patent search engine and web application for patent visualization

    JASSO Scholarship Exemption from Refund

    April 2011-March 2013

    "Establishing a quality measurement system for cancer care process"

  • Publications

    Refereed conference papers (査読あり国際会議)

    Hitomi Yanaka, Koji Mineshima, Pascual Martinez-Gomez, and Daisuke Bekki, Acquisition of Phrase Correspondences using Natural Deduction Proof, 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT'18), New Orleans, Louisiana (2018.6), to appear.

    Hitomi Yanaka, Koji Mineshima, Pascual Martinez-Gomez, and Daisuke Bekki, Determining Semantic Textual Similarity using Natural Deduction Proofs (arXiv), The Conference on Empirical Methods in Natural Language Processing (EMNLP'17), Copenhagen, Denmark (2017.9)

    Hitomi Yanaka and Yukio Ohsawa, Clustering Documents on Case Vectors Represented by Predicate-argument Structures - Applied for Eliciting Technological Problems from Patents -, 11th International Symposium Advances in Artificial Intelligence and Applications (AAIA'16), Gdansk, Poland (2016.9)

    Hitomi Yanaka and Yukio Ohsawa, Clustering Documents Using Structural Similarity Based on Case Sets -Applied for Technological Problems from Patents-, 2nd European Workshop on Chance Discovery and Data Synthesis in conjunction with the 20th European Conference on Artificial Intelligence (ECAI’16), Hague, Netherlands (2016.8)


    谷中瞳, 峯島宏次, Pascual Martinez-Gomez, 戸次大介. ​自然演繹に基づく文間の含意関係の証明を用いたフレーズアライメントの試み​. 言語処理学会第24回全国大会, (2018.3)​, to appear.

    馬目華奈, ​谷中瞳, 吉川将司, 峯島宏次, 戸次大介. RNN系列変換モデルを用いた高階論理式からの文生成, 言語処理学会第24回全国大会, (2018.3)​, to appear.

    馬目華奈, 外園康智, 長谷川貴博, 小西優祐, 渡邉知樹, 簗有紀子, ​谷中瞳, 田中リベカ, 峯島宏次, 戸次大介. 含意関係認識による金融ドキュメントチェックへの取り組み. 言語処理学会第24回全国大会, (2018.3)​, to appear.

    谷中瞳, 峯島宏次, Pascual Martinez-Gomez, 戸次大介. 単語の分散表現と仮説推論を用いた文の類似度学習. 人工知能学会全国大会, (2017.5).

    谷中瞳, 峯島宏次, Pascual Martinez-Gomez, 戸次大介​. 論理式による意味表現と証明プロセスに着目した文の類似度学習方法の提案. 言語処理学会第23回年次大会, (2017.3).

    谷中瞳, 大澤幸生. 特許文献を利用した技術課題の抽象化方法の検討. 人工知能学会全国大会, (2016.6).

    谷中瞳, 大澤幸生. データジャケットを活用した、同業種間で共有できる課題管理システムの提案. 電子情報通信学会「人工知能と知識処理」(AI)研究会, (2015.12).

    谷中瞳, 水流聡子, 飯塚悦功, 下野僚子, 加藤省吾. がん診療プロセスの質評価指標の設計と計測方法の提案, 第7回医療の質・安全学会学術集会, (2012.11).

    谷中瞳, 水流聡子, 飯塚悦功, 下野僚子, 加藤省吾. がん診療プロセスの質評価指標の設計と計測方法の開発, 日本品質管理学会第98回研究発表会, (2012.5).


    「未来への道を全力で進め」,日刊工業新聞「凛としていきる 理系女性の挑戦」

    https://www.nikkan.co.jp/articles/view/00383265 (2016.4)





    工学部広報誌 Ttime!





  • Hobby

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