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Research on unified formal semantics based on the analysis of textual entailment corpora

Research Project

Project/Area Number 24652089
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Linguistics
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) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords形式意味論 / 含意関係認識
Outline of Final Research Achievements

This research aimed to study a unified framework for a formal representation of natural language semantics. Natural language semantics involves logical relations, semantic relations among words and phrases, tense and aspect, and discourse relations, while they have complicated interactions with each other. However, linguistic studies mainly focused on a specific issue in each research field, and no framework for representing these features in a unified way. Therefore, we developed a unified formal representation of natural language semantics based on the analysis of textual entailment corpora. In addition, we developed a system for textual entailment recognition, and demonstrated that our framework allows for fast and high accuracy semantic inference.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (5 results)

All 2014 2013

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (2 results)

  • [Journal Article] Logical Inference on Dependency-based Compositional Semantics2014

    • Author(s)
      Ran Tian, Yusuke Miyao, Takuya Matsuzaki
    • Journal Title

      Proceedings ACL 2014

      Volume: 1 Pages: 79-89

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Encoding Generalized Quantifiers in Dependency-based Compositional Semantics2014

    • Author(s)
      Yubing Dong, Ran Tian and Yusuke Miyao
    • Journal Title

      Proceedings of PACLIC 28

      Volume: 1 Pages: 585-594

    • NAID

      120006678152

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Building Japanese Textual Entailment Specialized Data Sets for Inference of Basic Sentence Relations2013

    • Author(s)
      Kimi Kaneko, Daisuke Bekki, and Yusuke Miyao
    • Journal Title

      Proceedings of ACL 2013

      Volume: 2 Pages: 273-277

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 基本文関係に分解した含意関係認識日本語評価データの構築2013

    • Author(s)
      金子貴美, 宮尾祐介, 戸次大介
    • Organizer
      言語処理学会第19回年次大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 基本文関係に分解した日本語含意関係認識アノテーション2013

    • Author(s)
      金子 貴美, 戸次 大介, 宮尾 祐介
    • Organizer
      人工知能学会全国大会(第27回)
    • Place of Presentation
      富山国際会議場
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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