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Retrieving Bilingual Documents based on Word Sense and its Application to Topic Tracking

Research Project

Project/Area Number 20500128
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionUniversity of Yamanashi

Principal Investigator

FUKUMOTO Fumiyo  University of Yamanashi, 大学院・医学工学総合研究部, 教授 (60262648)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2008: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords多義解消 / クラスタリング / 照応解析 / 続報記事抽出 / 多言語コーパス / 教師なし学習
Research Abstract

With the exponential growth of information on the Internet, it is becoming increasingly difficult to find and organize relevant materials. Topic tracking is a research to attack the problem. One of the major problems in the tracking task is how to make a clear distinction between a topic and an event. A wide range of statistical and machine learning techniques have been applied to topic tracking. However, one encounters quite a large number of referring expressions and ambiguous word senses. We proposed a topic tracking approach based on semantic analysis, especially we focused on word sense disambiguation, overt pronoun resolutions and retrieving relevant documents by using cross-language category hierarchies.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (28 results)

All 2011 2010 2009 2008 Other

All Journal Article (27 results) (of which Peer Reviewed: 27 results) Remarks (1 results)

  • [Journal Article] Polysemous Verb Classification using Subcategorization Acquisition and Graph-based Clustering2011

    • Author(s)
      F.Fukumoto, Y.Suzuki, K.Yamashita
    • Journal Title

      Human Language Technologies, Lecture Notes in Computer Science (To Appear)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effect of Overt Pronoun Resolution in Topic Tracking2011

    • Author(s)
      F.Fukumoto
    • Journal Title

      Human Language Technologies, Lecture Notes in Computer Science (To Appear)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Polysemous Verb Classification using Subcategorization Acquisition and Graph-based Clustering2011

    • Author(s)
      F.Fukumoto
    • Journal Title

      Human Language Technologies, Lecture Notes in Computer Science (To Appear)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Identifying Domain-Specific Senses and its Application to Text Classification2010

    • Author(s)
      F.Fukumoto, Y.Suzuki
    • Journal Title

      Proc.of 2^nd International Conference on Knowledge Engineering and Ontology Development

      Pages: 59-64

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Eliminating Redundancy by Spectral Relaxation for Multi-Documents Summarization2010

    • Author(s)
      F.Fukumoto, A.Sakai, Y.Suzuki
    • Journal Title

      Proc.of 2010 Workshop on Graph-based Methods for Natural Language Processing

      Pages: 98-102

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Eliminating Redundancy by Spectral Relaxation for Multi-Document Summarization2010

    • Author(s)
      F.Fukumoto
    • Journal Title

      Proc. of 2010 Workshop on Graph-based Methods for Natural Language Processing

      Pages: 98-102

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Identifying Domain-Specific Senses and its Application to Text Classification2010

    • Author(s)
      F.Fukumoto
    • Journal Title

      Proc. of 2^<nd> International Conference on Knowledge Engineering and Ontology Development

      Pages: 59-64

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classifying Polysemies using a Graph-based Clustering2009

    • Author(s)
      F.Fukumoto, K.Yamashita, Y.Suzuki
    • Journal Title

      Proc.of the 4^<th>Language and Technology Conference

      Pages: 210-214

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effect of Overt Pronoun Resolution in Topic Tracking2009

    • Author(s)
      F.Fukumoto, Y.Suzuki
    • Journal Title

      Proc, of the 4^<th> Language and Technology Conference

      Pages: 350-354

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Example-assignment to WordNet Thesaurus based on Distributional Similarity of Words and its Application to Word Sense Disambiguation2009

    • Author(s)
      N.A.H.B.Zahri, F.Fukumoto
    • Journal Title

      Proc.of 11^<th> Conference of the Pacific Association for Computational Linguistics

      Pages: 188-193

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Using Graph-based Indexing to Identify Subject-Shift in Topic Tracking2009

    • Author(s)
      F.Fukumoto, Y.Suzuki
    • Journal Title

      Human Language Technologies, Lecture Notes in Computer Science Vol.5603

      Pages: 392-404

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Example-assignment to WordNet Thesaurus based on Distributional Similarity of Words2009

    • Author(s)
      F.Fukumoto, N.A.H.B.Zahri, Y.Suzuki
    • Journal Title

      Proc.of Workshop on Matching and Meaning

      Pages: 1-5

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Webから取得した共起頻度と音象徴によるオノマトペの自動分類2009

    • Author(s)
      市岡健一, 福本文代
    • Journal Title

      電子情報通信学会論文誌 J92-D,No.3.

      Pages: 428-438

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Using Graph-based Indexing to Identify Subject-Shift in Topic Tracking2009

    • Author(s)
      F.Fukumoto
    • Journal Title

      Human Language Technologies, Lecture Notes in Computer Science 5603

      Pages: 392-404

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Example-assignment to WordNet Thesaurus based on Distributional Similarity of Words and its Application to Word Sense Disambiguation2009

    • Author(s)
      N.A.H.B.Zahri
    • Journal Title

      Proc.of 11^<th> Conference of the Pacific Association for Computational Linguistics

      Pages: 188-193

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of Overt Pronoun Resolution in Topic Tracking2009

    • Author(s)
      F.Fukumoto
    • Journal Title

      Proc.of the 4^<th> Language and Technology Conference

      Pages: 350-354

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classifying Polysemies using a Graph-based Clustering2009

    • Author(s)
      F.Fukumoto
    • Journal Title

      Proc.of the 4^<th> Language and Technology Conference

      Pages: 210-214

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Webから取得した共起頻度と音象徴によるオノマトペの自動分類2009

    • Author(s)
      K. Ichioka
    • Journal Title

      電子情報通信学会論文誌 J92-D, 3

      Pages: 428-438

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Example-assignment to WordNet Thesaurus based on Distributional Similarity of Words2009

    • Author(s)
      F. Fukumoto
    • Journal Title

      Proc. of Workshop on Matching and Meaning

      Pages: 1-5

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Effect of Combining Similarity Measures for Onomatopieia Clustering2008

    • Author(s)
      F.Fukumoto, Y.Suzuki
    • Journal Title

      Proc.of Empirical Method in Asian Natural Language Processing

      Pages: 37-51

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Graph-based Clustering for Semantic Classification of Onomatopoetic Words2008

    • Author(s)
      福本文代, 市岡健一
    • Journal Title

      Proc.of the 3^<rd> Textgraphs Workshop on Graph-based Algorithms in Natural Language Processing

      Pages: 33-40

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Retrieving Bilingual Verb-Noun Collocations by Integrating Cross-Language Category Hierarchies2008

    • Author(s)
      F.Fukumoto, Y.Suzuki
    • Journal Title

      Proc.of the 22^<nd> International Conference on Computational Linguistics

      Pages: 233-240

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Integrating Cross-Language Hierarchies and its Application to Retrieving Relevant Documents2008

    • Author(s)
      F.Fukumoto, Y.Suzuki
    • Journal Title

      ACM Trans.of Asian Language Information Processing 7(3)

      Pages: 1-22

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Integrat ing Cross-Language Hierarchies and its Application to Retrieving Relevant Documents2008

    • Author(s)
      F. Fukuffloto
    • Journal Title

      ACM Trans, on Asian Language Informat ion Processing 7 (3)

      Pages: 1-22

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Retrieving bilingual Verb-Noun Col locations by Integrating Cross-Language Category Hierarchies2008

    • Author(s)
      F. Fukuioto
    • Journal Title

      Proc. of the 22^<nd> Internat ional Conference on Coiputat ional Linguistics (COLING708) 1

      Pages: 233-240

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Graoh-based Clustering for Semant ic Classification of Onomatopoetic Words2008

    • Author(s)
      K. Ichioka
    • Journal Title

      Proc. of the 3^<rd> Textgraphs Workshop on Graph-based Algorithms in Natural Language Processing (TEXT-GRAPH3)

      Pages: 33-40

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Effect of Combining Similarity Measures for Onomatopie ia Clustering2008

    • Author(s)
      F. Fukumoto
    • Journal Title

      Proc. of Empirical Method in Asian Natural Language Processing (EMALP'O8)

      Pages: 37-51

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Remarks]

    • URL

      http://erdb.yamanashi.ac.jp/rdb/A_DispInfo.Scholar/0/FDAA14AOODC2D5E0.html

    • Related Report
      2010 Annual Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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