A knowledge based strategy for recognising textual entailment

被引：0

作者：

Ferrandez, Oscar ^{[1
]}

Terol, Rafael M. ^{[1
]}

Munoz, Rafael ^{[1
]}

Martinez-Barco, Patricio ^{[1
]}

Palomar, Manuel ^{[1
]}

机构：

[1] Univ Alicante, Nat Language Proc & Informat Syst Grp, Dept Software & Comp Syst, E-03080 Alicante, Spain

来源：

TEXT, SPEECH AND DIALOGUE, PROCEEDINGS | 2006年 / 4188卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a knowledge based textual entailment approach comprising two stages. The first stage consists of inferring the logic forms for both the text and the hypothesis. The logic forms are obtained by analysing the dependency relations between words. The second stage carries out a comparison between the inferred logic forms by means of WordNet relations. This comparison aims at establishing the existence of an entailment relation. This approach has been evaluated within the PASCAL Second RTE Challenge and achieved 60% average precision.

引用

页码：53 / 60

页数：8

共 50 条

[31] Entailment Graph Learning with Textual Entailment and Soft Transitivity [J].

Chen, Zhibin ;

Feng, Yansong ;

Zhao, Dongyan .

PROCEEDINGS OF THE 60TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022), VOL 1: (LONG PAPERS), 2022, :5899-5910

[32] An approach for textual entailment recognition based on stacking and voting [J].

Kozareva, Zornitsa ;

Montoyo, Andres .

MICAI 2006: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, 4293 :889-+

[33] A Proof-Based Annotation Platform of Textual Entailment [J].

Toledo, Assaf ;

Alexandropoulou, Stavroula ;

Chesney, Sophie ;

Grimm, Robert ;

Kokke, Pepijn ;

Kruit, Benno ;

Neophytou, Kyriaki ;

Nguyen, Antony ;

Winter, Yoad .

LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2014,

[34] Textual Entailment as a Directional Relation [J].

Tatar, Doina ;

Serban, Gabriela ;

Mihis, Andreea ;

Mihalcea, Rada .

JOURNAL OF RESEARCH AND PRACTICE IN INFORMATION TECHNOLOGY, 2009, 41 (01) :53-64

[35] AORTE for Recognizing Textual Entailment [J].

Siblini, Reda ;

Kosseim, Leila .

COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, 2009, 5449 :245-255

[36] A linguistic inspection of textual entailment [J].

Pazienza, MT ;

Pennacchiotti, M ;

Zanzotto, FM .

AI*IA2005: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2005, 3673 :315-326

[37] Scientific Text Entailment and a Textual-Entailment-based framework for cooking domain question answering [J].

Pathak, Amarnath ;

Manna, Riyanka ;

Pakray, Partha ;

Das, Dipankar ;

Gelbukh, Alexander ;

Bandyopadhyay, Sivaji .

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2021, 46 (01)

[38] A Deep Learning Model Fused with Word Sense Knowledge for Textual Entailment Recognition [J].

Liu, Yalei ;

Mu, Lingling ;

Zan, Hongying .

2021 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP), 2021, :189-194

[39] Scientific Text Entailment and a Textual-Entailment-based framework for cooking domain question answering [J].

Amarnath Pathak ;

Riyanka Manna ;

Partha Pakray ;

Dipankar Das ;

Alexander Gelbukh ;

Sivaji Bandyopadhyay .

Sādhanā, 2021, 46

[40] Extended S-LSTM Based Textual Entailment Recognition [J].

Hu C. ;

Wu C. ;

Yang Y. .

Wu, Changxing (wcxnlp@163.com), 1600, Science Press (57) :1481-1489

← 1 2 3 4 5 →