• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Research on syntactic parsing with multiword expressions

Research Project

Project/Area Number 15K16053
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionNara Institute of Science and Technology

Principal Investigator

Shindo Hiroyuki  奈良先端科学技術大学院大学, 情報科学研究科, 助教 (20734784)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
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: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords構文解析 / 複合表現 / 複単語表現 / アノテーション / 言語コーパス
Outline of Final Research Achievements

In natural language processing, there is a lot of research on syntactic parsing exploiting word-based compositionality, that is, a meaning of phrase or sentence can be computed from the meaning of the words and the way they are combined. On the other hand, non-compositional expressions such as idiomatic constructions has been overlooked until now. In this work, we developed a method for syntactic parsing with identifying multiword expressions, and an efficient way to annotate multiword expressions on syntax trees. Further, we show that joint learning of syntactic parsing and identification of multiword expressions improves the performance of both tasks.

Report

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

    (20 results)

All 2018 2017 2016 2015

All Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 2 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (18 results) (of which Int'l Joint Research: 18 results)

  • [Journal Article] Learning Distributed Representations of Texts and Entities from Knowledge Base2017

    • Author(s)
      Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, Yoshiyasu Takefuji
    • Journal Title

      Transactions of the Association for Computational Linguistics

      Volume: 5 Pages: 397-411

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Transition-Based Dependency Parsing Exploiting Supertags2016

    • Author(s)
      Hiroki Ouchi, Kevin Duh, Hiroyuki Shindo, and Yuji Matsumoto
    • Journal Title

      IEEE/ACM Transactions on Audio, Speech, and Language Processing

      Volume: 24 Issue: 11 Pages: 2059-2068

    • DOI

      10.1109/taslp.2016.2598310

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Representation Learning of Entities and Documents from Knowledge Base Descriptions2018

    • Author(s)
      Ikuya Yamada, Hiroyuki Shindo
    • Organizer
      International Conference on Computational Linguistics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] PDFAnno: a Web-based Linguistic Annotation Tool for PDF Documents2018

    • Author(s)
      Hiroyuki Shindo, Yuji Matsumoto
    • Organizer
      Language Resources and Evaluation Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Construction of Large-scale English Verbal Multiword Expression Annotated Corpus2018

    • Author(s)
      Akihiko Kato, Hiroyuki Shindo, Yuji Matsumoto
    • Organizer
      Language Resources and Evaluation Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Coordination Boundary Identification with Similarity and Replaceability2017

    • Author(s)
      Hiroki Teranishi, Hiroyuki Shindo, Yuji Matsumoto
    • Organizer
      International Joint Conference on Natural Language Processing
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Segment-Level Neural Conditional Random Fields for Named Entity Recognition2017

    • Author(s)
      Motoki Sato, Hiroyuki Shindo, Yuji Matsumoto
    • Organizer
      International Joint Conference on Natural Language Processing
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information2017

    • Author(s)
      Go Inoue, Hiroyuki Shindo, Yuji Matsumoto
    • Organizer
      The SIGNLL Conference on Computational Natural Language Learning
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] English Multiword Expression-aware Dependency Parsing including Named Entities2017

    • Author(s)
      Akihiko Kato, Hiroyuki Shindo, Yuji Matsumoto
    • Organizer
      Annual Meeting of the Association for Compurational Linguistics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Identification of Flexible Multiword Expressions with the Help of Dependency Structure Annotation2016

    • Author(s)
      Ayaka Morimoto, Akifumi Yoshimoto, Akihiko Kato, Hiroyuki Shindo, and Yuji Matsumoto
    • Organizer
      COLING 2016 Workshop: Grammar and Lexicon: Interactions and Interfaces
    • Place of Presentation
      Osaka (Japan)
    • Year and Date
      2016-12-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Japanese Text Normalization with Encoder-Decoder Model2016

    • Author(s)
      Taishi Ikeda, Hiroyuki Shindo and Yuji Matsumoto
    • Organizer
      2nd Workshop on Noisy User-generated Text (W-NUT)
    • Place of Presentation
      Osaka (Japan)
    • Year and Date
      2016-12-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition Texts2016

    • Author(s)
      Masashi Yoshikawa, Hiroyuki Shindo and Yuji Matsumoto
    • Organizer
      Conference on Empirical Methods on Natural Language Processing
    • Place of Presentation
      Austin (USA)
    • Year and Date
      2016-11-01
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Multiple Emotions Detection in Conversation Transcripts2016

    • Author(s)
      Duc Anh Phan, Hiroyuki Shindo and Yuji Matsumoto
    • Organizer
      Pacific Asia Conference on Language, Information and Computation
    • Place of Presentation
      Seoul (Korea)
    • Year and Date
      2016-10-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation2016

    • Author(s)
      Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda and Yoshiyasu Takefuji
    • Organizer
      The SIGNLL Conference on Computational Natural Language Learning
    • Place of Presentation
      Berlin (Germany)
    • Year and Date
      2016-08-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Construction of an English Dependency Corpus incorporating Compound Function Words2016

    • Author(s)
      Akihiko Kato, Hiroyuki Shindo, and Yuji Matsumoto
    • Organizer
      Language Resources and Evaluation Conference
    • Place of Presentation
      ポルトロス,スロベニア
    • Year and Date
      2016-05-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Improved Hierarchical Word Sequence Language Model Using Word Association2015

    • Author(s)
      Xiaoyi Wu, Yuji Matsumoto, Kevin Duh and Hiroyuki Shindo
    • Organizer
      International Conference on Statistical Language and Speech Processing
    • Place of Presentation
      ブタペスト,ハンガリー
    • Year and Date
      2015-11-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Efficient Annotation for Phrasal Verbs using Dependency Information2015

    • Author(s)
      Masayuki Komai, Hiroyuki Shindo and Yuji Matsumoto
    • Organizer
      Pacific Asia Conference on Language, Information and Computation
    • Place of Presentation
      上海,中国
    • Year and Date
      2015-10-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Latent Variable Model for Joint Pause Prediction and Dependency Parsing2015

    • Author(s)
      The Tung Nguyen, Graham Neubig, Hiroyuki Shindo, Sakriani Sakti, Tomoki Toda and Satoshi Nakamura
    • Organizer
      Interspeech
    • Place of Presentation
      ドレスデン,ドイツ
    • Year and Date
      2015-09-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Joint Case Argument Identification for Japanese Predicate Argument Structure Analysis2015

    • Author(s)
      Hiroki Ouchi, Hiroyuki Shindo, Kevin Duh and Yuji Matsumoto
    • Organizer
      Association for Computational Linguistics
    • Place of Presentation
      北京,中国
    • Year and Date
      2015-07-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Semantic Structure Analysis of Noun Phrases using Abstract Meaning Representation2015

    • Author(s)
      Yuichiro Sawai, Hiroyuki Shindo, and Yuji Matsumoto
    • Organizer
      Association for Computational Linguistics
    • Place of Presentation
      北京,中国
    • Year and Date
      2015-07-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi