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Verbalization of data analysis or future prediction

Research Project

Project/Area Number 26540190
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Entertainment and game informatics 1
Research InstitutionKyoto University

Principal Investigator

Mori Shinsuke  京都大学, 学術情報メディアセンター, 教授 (90456773)

Co-Investigator(Kenkyū-buntansha) 鶴岡 慶雅  東京大学, 大学院工学系研究科(工学部), 准教授 (50566362)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywordsゲーム / 言語生成 / 情報検索 / 自動解説 / シンボルグラウンディング / 解説 / 文生成
Outline of Final Research Achievements

We have proposed and realized a method for generating commentaries for a given game state and possible future states.
We have built a game corpus through this research and presented it in LREC 2016. With this corpus we have developed a method for searching game states by natural language keywords and made a presentation in the top conference of information retreivel, ACM SIG IR. We have also shonw that real world information improves the accuracy of a named entity recognizer. We made a presentation on this research result in one of the top conferences of natural language processing, ACL 2016.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (19 results)

All 2017 2016 2015 2014 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 3 results,  Open Access: 2 results) Presentation (12 results) (of which Int'l Joint Research: 5 results,  Invited: 1 results) Remarks (3 results)

  • [Journal Article] シンボルグラウンディングによる分野特有の単語分割の精度向上2017

    • Author(s)
      友利 涼,亀甲 博貴,二宮 崇,森 信介,鶴岡 慶雅
    • Journal Title

      自然言語処理

      Volume: 24 Pages: 0-0

    • NAID

      130006078455

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Comparative Study of Dictionaries and Corpora as Methods for Language Resource Addition2016

    • Author(s)
      Shinsuke Mori, Neubig Graham
    • Journal Title

      Language Resources and Evaluation

      Volume: 50 Pages: 245-261

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] フローグラフからの手順書の生成2016

    • Author(s)
      山崎 健史, 吉野 幸一郎, 前田 浩邦, 笹田 鉄郎, 橋本 敦史, 舩冨 卓哉, 山肩 洋子, 森 信介
    • Journal Title

      情報処理学会論文誌

      Volume: 57 Pages: 849-862

    • NAID

      170000130900

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 対数線形言語モデルを用いた将棋解説文の自動生成2014

    • Author(s)
      亀甲 博貴, 三輪 誠, 鶴岡 慶雅, 森 信介, 近山 隆
    • Journal Title

      情報処理学会論文誌

      Volume: 55 Pages: 2431-2440

    • NAID

      110009843050

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Game State Retrieval with Keyword Queries2017

    • Author(s)
      Atsushi Ushiku, Shinsuke Mori, Hirotaka Kameko, Yoshimasa Tsuruoka
    • Organizer
      ACM SIG IR
    • Place of Presentation
      Keio Plaza Hotel (Tokyo)
    • Year and Date
      2017-08-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 実世界情報を参照した分野特有の固有表現体系の自動獲得2017

    • Author(s)
      友利 涼, 森 信介
    • Organizer
      言語処理学会第23回年次大会
    • Place of Presentation
      筑波大学 (つくば市)
    • Year and Date
      2017-03-12
    • Related Report
      2016 Annual Research Report
  • [Presentation] 実現確率に基づく解説すべき指し手の推定2016

    • Author(s)
      亀甲 博貴, 森 信介, 鶴岡 慶雅
    • Organizer
      第21回ゲームプログラミングワークショップ
    • Place of Presentation
      箱根セミナーハウス (神奈川県箱根町)
    • Year and Date
      2016-11-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks2016

    • Author(s)
      Suzushi Tomori, Takashi Ninomiya, Shinsuke Mori
    • Organizer
      ACL
    • Place of Presentation
      Germany (Berlin)
    • Year and Date
      2016-08-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Japanese Chess Commentary Corpus2016

    • Author(s)
      Shinsuke Mori, John Richardson, Atsushi Ushiku, Tetsuro Sasada, Hirotaka Kameko, Yoshimasa Tsuruoka
    • Organizer
      LREC
    • Place of Presentation
      Slovenia (portoroz)
    • Year and Date
      2016-05-22
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 深層学習を用いた実世界参照による分野特有の固有表現の認識2016

    • Author(s)
      友利 涼, 二宮 崇, 森 信介
    • Organizer
      言語処理学会第22回年次大会
    • Place of Presentation
      仙台
    • Year and Date
      2016-03-07
    • Related Report
      2015 Research-status Report
  • [Presentation] 特徴語との自動対応によるゲーム局面の検索2016

    • Author(s)
      牛久 敦, 森 信介, 亀甲 博貴, 鶴岡 慶雅
    • Organizer
      第8回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      福岡
    • Year and Date
      2016-02-29
    • Related Report
      2015 Research-status Report
  • [Presentation] Can Symbol Grounding Improve Low-Level NLP? Word Segmentation as a Case Study2015

    • Author(s)
      Hirotaka Kameko, Shinsuke Mori, Yoshimasa Tsuruoka
    • Organizer
      EMNLP
    • Place of Presentation
      リスボン
    • Year and Date
      2015-09-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning a Game Commentary Generator with Grounded Move Expressions2015

    • Author(s)
      Hirotaka Kameko, Shinsuke Mori, Yoshimasa Tsuruoka
    • Organizer
      IEEE-CIG
    • Place of Presentation
      台中
    • Year and Date
      2015-08-31
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 将棋解説文のグラウンディングのための指し手表現と局面状態の対応付け2014

    • Author(s)
      亀甲 博貴, 森 信介, 鶴岡 慶雅
    • Organizer
      第19回ゲームプログラミングワークショップ
    • Place of Presentation
      箱根セミナーハウス(神奈川・足柄郡)
    • Year and Date
      2014-11-01 – 2014-11-30
    • Related Report
      2014 Research-status Report
  • [Presentation] FlowGraph2Text: Automatic Sentence Skeleton Compilation for Procedural Text Generation2014

    • Author(s)
      Shinsuke Mori, Hirokuni Maeta, Tetsuro Sasada, Koichiro Yoshino, Atsushi Hashimoto, Takuya Funatomi, Yoko Yamakata
    • Organizer
      International Conference of Natural Language Generation
    • Place of Presentation
      フィラデルフィア(USA)
    • Year and Date
      2014-06-01 – 2014-06-30
    • Related Report
      2014 Research-status Report
  • [Presentation] 将棋の自動解説に向けた取り組み2014

    • Author(s)
      森 信介
    • Organizer
      京都大学学術情報メディアセンターセミナー
    • Place of Presentation
      京都大学(京都・京都市)
    • Year and Date
      2014-04-22
    • Related Report
      2014 Research-status Report
    • Invited
  • [Remarks] 将棋コーパス

    • URL

      http://plata.ar.media.kyoto-u.ac.jp/data/game/

    • Related Report
      2016 Annual Research Report
  • [Remarks] ゲーム解説コーパス

    • Related Report
      2015 Research-status Report
  • [Remarks] 京都テキスト解析ツールキット

    • URL

      http://www.phontron.com/kytea/index-ja.html

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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