A knowledge-based textual entailment approach applied to the AVE task

被引:0
|
作者
Ferrandez, O. [1 ]
Terol, R. M. [1 ]
Munoz, R. [1 ]
Martinez-Barco, P. [1 ]
Palomar, M. [1 ]
机构
[1] Univ Alicante, Dept Software & Comp Syst, Nat Language Proc & Informat Syst Grp, Alicante, Spain
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a system that has been initially used for Recognising Textual Entailment (RTE). Due to the fact that these two tasks (ANTE and RTE) rely on the same main idea, our system was considered appropriate to be applied to AVE. Our system represents texts by means of logic forms and computes the semantic similarity between them. We have also designed a voting strategy between our system and the MLEnt system also developed at the University of Alicante. Although the results have not been very high, we consider them quite promising.
引用
收藏
页码:490 / +
页数:2
相关论文
共 50 条
  • [1] Experimenting a "General purpose" textual entailment learner in AVE
    Zanzotto, Fabio Massimo
    Moschitti, Alessandro
    [J]. EVALUATION OF MULTILINGUAL AND MULTI-MODAL INFORMATION RETRIEVAL, 2007, 4730 : 510 - +
  • [2] A knowledge based strategy for recognising textual entailment
    Ferrandez, Oscar
    Terol, Rafael M.
    Munoz, Rafael
    Martinez-Barco, Patricio
    Palomar, Manuel
    [J]. TEXT, SPEECH AND DIALOGUE, PROCEEDINGS, 2006, 4188 : 53 - 60
  • [3] Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
    Kapanipathi, Pavan
    Thost, Veronika
    Patel, Siva Sankalp
    Whitehead, Spencer
    Abdelaziz, Ibrahim
    Balakrishnan, Avinash
    Chang, Maria
    Fadnis, Kshitij
    Gunasekara, Chulaka
    Makni, Bassem
    Mattei, Nicholas
    Talamadupula, Kartik
    Fokoue, Achille
    [J]. THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 8074 - 8081
  • [4] A WordNet-based semantic approach to textual entailment and cross-lingual textual entailment
    Javier Castillo, Julio
    [J]. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2011, 2 (03) : 177 - 189
  • [5] A WordNet-based semantic approach to textual entailment and cross-lingual textual entailment
    Julio Javier Castillo
    [J]. International Journal of Machine Learning and Cybernetics, 2011, 2 : 177 - 189
  • [6] Alignment Based Approach for Arabic Textual Entailment
    Boudaa, Tarik
    El Marouani, Mohamed
    Enneya, Nourddine
    [J]. SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING IN DATA SCIENCES (ICDS2018), 2019, 148 : 246 - 255
  • [7] An approach to Recognizing Textual Entailment and TE Search Task using SVM
    Javier Castillo, Julio
    [J]. PROCESAMIENTO DEL LENGUAJE NATURAL, 2010, (44): : 139 - 145
  • [8] Automation and occupational mobility: A task and knowledge-based approach
    Christenko, Aleksandr
    [J]. TECHNOLOGY IN SOCIETY, 2022, 70
  • [9] A TASK APPROACH TO KNOWLEDGE-BASED SYSTEMS FOR BIOPROCESS SYNTHESIS
    GANDIKOTA, MS
    YANG, ST
    DAVIS, JF
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1990, 200 : 167 - BIOT
  • [10] An approach for textual entailment recognition based on stacking and voting
    Kozareva, Zornitsa
    Montoyo, Andres
    [J]. MICAI 2006: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, 4293 : 889 - +