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Textual relation recognition for information retrieval

Research Project

Project/Area Number 22300031
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionNational Institute of Informatics

Principal Investigator

MIYAO Yusuke  国立情報学研究所, コンテンツ科学研究系, 准教授 (00343096)

Project Period (FY) 2010-04-01 – 2013-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2012: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2011: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2010: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Keywords情報検索 / 自然言語処理 / テキスト間関係認識 / 含意関係認識
Research Abstract

This research aims to develop a method for automatically classifying relationships between a search query and its search results, with an intelligent search engine of information science papers as a target application. By analyzing actual paper abstracts, we identified textual relations that appear in general in those papers, such as method, purpose, and result, and developed an annotated data set that consists of 100 paper abstracts. By using this data set for training/evaluation, we developed a method for automatically recognizing these relations, and achieved a practical level of accuracy. We applied this method to 3000 abstracts of information science papers, and develpoed a prototype search engine that automatically classifies search results based on these relationships.

Report

(4 results)
  • 2013 Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (22 results)

All 2014 2013 2012 2011 2010 Other

All Journal Article (16 results) (of which Peer Reviewed: 14 results) Presentation (5 results) Remarks (1 results)

  • [Journal Article] Annotation of Computer Science Papers for Semantic Relation Extraction2014

    • Author(s)
      Yuka Tateisi, Yo Shidahara, Yusuke Miyao and Akiko Aizawa
    • Journal Title

      Proceedings of LREC2014

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Relation Annotation for Understanding Research Papers2013

    • Author(s)
      Yuka Tateisi, Yo Shidahara, Yusuke Miyao and Akiko Aizawa
    • Journal Title

      Proceedings of LAW-7

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Overview of the Recognizing Inference in Text (RITE-2) at NTCIR-102013

    • Author(s)
      Yotaro Watanabe, Yusuke Miyao, Junta Mizuno, Tomohide Shibata, Hiroshi Kanayama, Cheng-Wel Lee, Chuan-Jie Lin, Shuming Shi, Teruko Mitamura, Noriko Kando, Hideki Shima, Kohichi Takeda
    • Journal Title

      Proceedings of NTCIR-10

    • Related Report
      2013 Final Research Report
  • [Journal Article] Annotating Factive Verbs2012

    • Author(s)
      Alvin Grissom II, Yusuke Miyao
    • Journal Title

      Proceedings of LREC 2012

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Jun'ichi Tsujii. A Collaborative Annotation between Human Annotators and a Statistical Parser2011

    • Author(s)
      Shun'ya Iwasawa, Hiroki Hanaoka, Takuya Matsuzaki, Yusuke Miyao, et al.
    • Journal Title

      Proceedings of the Linguistic Annotation Workshop

      Pages: 56-64

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Parsing Natural Language Queries for Life Science Knowledge2011

    • Author(s)
      Tadayoshi Hara, Yuka Tateisi, Jin-Dong Kim, Yusuke Miyao
    • Journal Title

      Proceedings of BioNLP 2011

      Pages: 164-173

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Overview of NTCIR-9 RITE : Recognizing Inference in Text2011

    • Author(s)
      Hideki Shima, Hiroshi Kanayama, Cheng-Wei Lee, Chuan-Jie Lin, Teruko Mitamura, Yusuke Miyao, Shuming Shi and Koichi Takeda
    • Journal Title

      Proceedings of NTCIR-9

      Pages: 291-301

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Collaborative Annotation between Human Annotators and a Statistical Parser2011

    • Author(s)
      Shun'ya Iwasawa, Hiroki Hanaoka, Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii
    • Journal Title

      Proceedings of the 5th Linguistic Annotation Workshop

      Volume: 1 Pages: 56-64

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Parsing Natural Language Queries for Life Science Knowledge2011

    • Author(s)
      Tadayoshi Hara, Yuka Tateisi, Jin-Dong Kim, Yusuke Miyao
    • Journal Title

      Proceedings of BioNLP 2011 workshop

      Volume: 1 Pages: 164-173

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Overview of NTCIR-9 RITE: Recognizing Inference in TExt2011

    • Author(s)
      Hideki Shima, Hiroshi Kanayama, Cheng-Wei Lee, Chuan-Jie Lin, Teruko Mitamura, Yusuke Miyao, Shuming Shi and Koichi Takeda
    • Journal Title

      Proceedings of NTCIR-9 workshop

      Volume: 1 Pages: 291-301

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Evaluating the Impact of Re-training a Lexical Disambiguation Model on Domain Adaptation of an HPSG Parser2010

    • Author(s)
      Tadayoshi Hara, Yusuke Miyao and Jun'ichi Tsujii
    • Journal Title

      Trends in Parsing Technology : Dependency Parsing, Domain Adaptation, and Deep Parsing

      Pages: 253-272

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Modular Architecture for the Wide-Coverage Translation of Natural Language Texts into Predicate Logic Formulas2010

    • Author(s)
      Yusuke Miyao, Alastair Butler, Kei Yoshimoto, and Jun'ichi Tsujii
    • Journal Title

      Proceedings of PACLIC 24

      Pages: 481-488

    • NAID

      120006677834

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Entity-Focused Sentence Simplification for Relation Extraction2010

    • Author(s)
      Makoto Miwa, Yusuke Miyao, Rune Saetre, and Jun'ichi Tsujii
    • Journal Title

      Proceedings of COLING 2010

      Pages: 788-796

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Evaluating the Impact of Re-training a Lexical Disambiguation Model on Domain Adaptation of an HPSG Parser2010

    • Author(s)
      Tadayoshi Hara, Yusuke Miyao, Jun'ichi Tsujii
    • Journal Title

      Trends in Parsing Technology : Dependency Parsing, Domain Adaptation, and Deep Parsing

      Volume: 1 Pages: 253-272

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Modular Architecture for the Wide-Coverage Translation of Natural Language Texts into Predicate Logic Formulas2010

    • Author(s)
      Yusuke Miyao, Alastair Butler, Kei Yoshimoto, Jun'ichi Tsujii
    • Journal Title

      Proceedings of PACLIC 24

      Volume: 1 Pages: 481-488

    • NAID

      120006677834

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Entity-Focused Sentence Simplification for Relation Extraction2010

    • Author(s)
      Makoto Miwa, Yusuke Miyao, Rune Saetre, Jun'ichi Tsujii
    • Journal Title

      Proceedings of COLING 2010

      Volume: 1 Pages: 788-796

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 情報科学論文のための意味関係検索システム2014

    • Author(s)
      建石由佳,宮尾祐介,相澤彰子
    • Organizer
      言語処理学会第20回年次大会
    • Place of Presentation
      北海道大学
    • Year and Date
      2014-03-18
    • Related Report
      2013 Final Research Report
  • [Presentation] 情報科学論文からの意味関係抽出に向けたタグ付けスキーマ2013

    • Author(s)
      建石由佳,仕田原容,宮尾祐介,相澤彰子
    • Organizer
      言語処理学会第19回年次大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2013-03-15
    • Related Report
      2013 Final Research Report 2012 Annual Research Report
  • [Presentation] 学術論文の高度な検索へ向けて-論文の意味内容を解析する試み2012

    • Author(s)
      宮尾祐介
    • Organizer
      図書館総合展
    • Place of Presentation
      横浜
    • Year and Date
      2012-11-22
    • Related Report
      2013 Final Research Report
  • [Presentation] オススメ論文検索システム2011

    • Author(s)
      内山清子,相澤彰子,高須敦宏,難波英嗣,宮尾祐介
    • Organizer
      OSUSUME.人工知能学会第25回全国大会
    • Place of Presentation
      盛岡
    • Year and Date
      2011-06-01
    • Related Report
      2013 Final Research Report
  • [Presentation] オススメ論文検索システム: OSUSUME2011

    • Author(s)
      内山清子, 相澤彰子, 高須敦宏, 難波英嗣, 宮尾祐介
    • Organizer
      人工知能学会第25回全国大会
    • Place of Presentation
      岩手県盛岡市
    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://kmcs.nii.ac.jp/mylab/

    • Related Report
      2013 Final Research Report

URL: 

Published: 2010-08-23   Modified: 2019-07-29  

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