QNP Textual Entailment with Polynomial Event Semantics

被引:2
|
作者
Kiselyov, Oleg [1 ]
Watanabe, Haruki [1 ]
机构
[1] Tohoku Univ, Sendai, Miyagi, Japan
关键词
D O I
10.1007/978-3-031-36190-6_14
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
FraCaS textual entailment corpus has become the standard benchmark for semantics theories, in particular, theories of quantification (Sect. 1 of FraCaS). Here we apply it to polynomial event semantics: the latest approach to combining quantification and Neo-Davidsonian event semantics, maintaining compositionality and the in situ analysis of quantifiers. Although several FraCaS problems look custom-made for the polynomial events semantics, there are challenges: the variety of generalized quantifiers (including 'many', 'most' and 'few'); copula, existence, and relative clauses. We address them in this paper.
引用
收藏
页码:198 / 211
页数:14
相关论文
共 50 条
  • [31] Recognizing Textual Entailment with Statistical Methods
    Gaona, Miguel Angel Rios
    Gelbukh, Alexander
    Bandyopadhyay, Sivaji
    ADVANCES IN PATTERN RECOGNITION, 2010, 6256 : 372 - +
  • [32] Deep Learning for Textual Entailment Recognition
    Lyu, Chen
    Lu, Yanan
    Ji, Donghong
    Chen, Bo
    2015 IEEE 27TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2015), 2015, : 154 - 161
  • [33] A Probabilistic Lexical Approach to Textual Entailment
    Glickman, Oren
    Dagan, Ido
    Koppel, Moshe
    19TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-05), 2005, : 1682 - 1683
  • [34] Answer Validation Using Textual Entailment
    Pakray, Partha
    Gelbukh, Alexander
    Bandyopadhyay, Sivaji
    COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, PT II, 2011, 6609 : 353 - +
  • [35] Figurative Language in Recognizing Textual Entailment
    Chakrabarty, Tuhin
    Ghosh, Debanjan
    Poliak, Adam
    Muresan, Smaranda
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL-IJCNLP 2021, 2021, : 3354 - 3361
  • [36] Japanese Realistic Textual Entailment Corpus
    Hayashibe, Yuta
    PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020), 2020, : 6827 - 6834
  • [37] Syntactic testsuites and Textual Entailment Recognition
    Bedaride, Paul
    Gardent, Claire
    LREC 2010 - SEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2010, : 3132 - 3136
  • [38] Textual Entailment for Modern Standard Arabic
    Alabbas, Maytham
    INFORMATICA-AN INTERNATIONAL JOURNAL OF COMPUTING AND INFORMATICS, 2021, 45 (04): : 653 - 654
  • [39] Recognizing Textual Entailment: Models and Applications
    Dagan, Ido
    Roth, Dan
    Sammons, Mark
    Zanzotto, Fabio
    Synthesis Lectures on Human Language Technologies, 2013, 6 (04): : 1 - 222
  • [40] Recognizing Textual Entailment: Models and Applications
    Grabar, Natalia
    TRAITEMENT AUTOMATIQUE DES LANGUES, 2013, 54 (02): : 142 - 146