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Towards integrated use of different lexical knowledges

Research Project

Project/Area Number 15K12873
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Linguistics
Research InstitutionThe University of Tokyo

Principal Investigator

Kato Tsuneaki  東京大学, 大学院総合文化研究科, 教授 (60334299)

Co-Investigator(Kenkyū-buntansha) 林 良彦  早稲田大学, 理工学術院, 教授(任期付) (80379156)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords語彙意味論 / 語彙オントロジ / 概念体系 / 包摂関係 / 分散表現 / 意味関係認識 / 語彙オントロジー / 語の意味関係
Outline of Final Research Achievements

These are three major frameworks to represent lexical knowledge, knowledge on word senses. In this study, we examined relationships among those and investigated their integrated use. On the representation based on semantic subsumption (hpyonymy) relations, we examined existing lexical knowledges, and reached a negative conclusion that arbitrary decision criteria of subsumption relations make their integrated uses difficult.
On the other hand, on the lexical knowledge that can be constructed automatically from large text corpus, we extended those from word representation to word pair representations and allowed those to represent not only semantic similarities of words but also several semantic relations including subsumption relations.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (16 results)

All 2018 2017 2016 2015

All Journal Article (2 results) (of which Acknowledgement Compliant: 2 results,  Open Access: 1 results) Presentation (13 results) (of which Int'l Joint Research: 5 results) Book (1 results)

  • [Journal Article] 言語学とAI2017

    • Author(s)
      林 良彦
    • Journal Title

      人工知能学会誌

      Volume: 3 Pages: 384-393

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 日本語動詞に関するEDR概念辞書の分析2015

    • Author(s)
      加藤恒昭.林良彦
    • Journal Title

      研究報告自然言語処理

      Volume: 224 Pages: 1-10

    • Related Report
      2015 Research-status Report
    • Open Access / Acknowledgement Compliant
  • [Presentation] FrameNetを利用した談話関係の認識2018

    • Author(s)
      李 凌寒, 加藤 恒昭
    • Organizer
      第24回言語処理学会年次大会(NLP2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 単語ペアと依存構造パスの共起モデリングを用いた語の意味関係の分類2018

    • Author(s)
      鷲尾 光樹, 加藤 恒昭
    • Organizer
      第24回言語処理学会年次大会(NLP2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 動詞語義の階層的分類に関する一考察2018

    • Author(s)
      加藤 恒昭
    • Organizer
      第24回言語処理学会年次大会(NLP2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Undersampling Improves Hypernymy Prototypicality Learning2018

    • Author(s)
      Koki Washio and Tsuneaki Kato
    • Organizer
      LREC 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations2018

    • Author(s)
      Koki Washio and Tsuneaki Kato
    • Organizer
      NAACL HLT 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 語義・概念の分散表現を利用したSemantic Taxonomy Enrichment2018

    • Author(s)
      金田 健太郎, 小林 哲則, 林 良彦
    • Organizer
      第24回言語処理学会年次大会(NLP2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Classifying Lexical-semantic Relationships by Exploiting Sense/Concept Representations2017

    • Author(s)
      Kentaro Kanada; Tetsunori Kobayashi; Yoshihiko Hayashi
    • Organizer
      EACL2017 Workshop on Sense, Concept and Entity Representations and their Applications
    • Place of Presentation
      ヴァレンシアアカンファレンスセンター(ヴァレンシア,スペイン)
    • Year and Date
      2017-04-04
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 分散表現を用いた語の上位下位関係の学習―Lexical Memorizationの緩和―2017

    • Author(s)
      鷲尾光輝,加藤恒昭
    • Organizer
      言語処理学会第23回年次大会(NLP2017)
    • Place of Presentation
      筑波大学(茨城県つくば市)
    • Year and Date
      2017-03-13
    • Related Report
      2016 Research-status Report
  • [Presentation] 語義・概念の分散表現を利用した単語間の意味関係分類2017

    • Author(s)
      金田健太郎,小林哲則,林 良彦
    • Organizer
      言語処理学会第23回年次大会(NLP2017)
    • Place of Presentation
      筑波大学(茨城県つくば市)
    • Year and Date
      2017-03-13
    • Related Report
      2016 Research-status Report
  • [Presentation] Classifying Lexical-semantic Relationships by Exploiting Sense/Concept Representations2017

    • Author(s)
      Kentaro Kanada, Tetsunori Kobayashi, Yoshihiko Hayashi
    • Organizer
      the 1st Workshop on Sense, Concept and Entity Representations and their Applications
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 単語、語義、概念:意味タスクにおける分散表現の適用性2017

    • Author(s)
      金田 健太郎, 小林 哲則, 林 良彦
    • Organizer
      2017年度人工知能学会全国大会(第31回)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 語の分散表現と上位下位関係―研究動向と今後への試案―2016

    • Author(s)
      鷲尾光輝
    • Organizer
      人工知能学会 インタラクティブ情報アクセスと可視化マイニング研究会(第13回)
    • Place of Presentation
      東京大学駒場キャンパス(東京都目黒区)
    • Year and Date
      2016-07-09
    • Related Report
      2016 Research-status Report
  • [Presentation] A Framework for Cross-lingual/Node-wise Alignment of Lexical-Semantic Resources2016

    • Author(s)
      Yoshihiko Hayashi
    • Organizer
      Proc.of LREC2016
    • Place of Presentation
      Portoro (Slovenia)
    • Year and Date
      2016-05-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Book] 統計的自然言語処理の基礎2017

    • Author(s)
      加藤 恒昭,菊井 玄一郎,林 良彦,森 辰則(共訳)
    • Total Pages
      606
    • Publisher
      共立出版
    • ISBN
      9784320124219
    • Related Report
      2017 Annual Research Report

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Published: 2015-04-16   Modified: 2019-03-29  

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