https://aclweb.org/aclwiki/api.php?action=feedcontributions&user=Roybarhaim&feedformat=atomACL Wiki - User contributions [en]2024-03-28T21:13:03ZUser contributionsMediaWiki 1.35.2https://aclweb.org/aclwiki/index.php?title=Textual_Entailment_References&diff=10419Textual Entailment References2013-11-11T14:36:41Z<p>Roybarhaim: /* Papers in recent conferences and other workshops */</p>
<hr />
<div>[[Textual Entailment]] &gt; '''References''':<br />
----<br />
<br />
''You are welcome to update this list with new papers on textual entailment (please keep the new references in the same format, and maintain the alphabetical order).''<br />
<br />
''For challenges and tasks, usually only overview papers are listed. Papers describing systems participating to RTE challenges can be found in the web page of the challenges and tasks.''<br />
<br />
=== Tutorials ===<br />
<br />
[http://www.aaai.org/Conferences/AAAI/2013/aaai13tutorials.php#sp4 AAAI 2013 Tutorial on Textual Inference, 2013]<br />
<br />
[http://l2r.cs.uiuc.edu/~cogcomp/presentations/RTE_NAACL_2010.zip NAACL 2010 Tutorial on Recognizing Textual Entailment, 2010]<br />
<br />
[http://www.cs.biu.ac.il/~dagan/TE-Tutorial-ACL07.ppt ACL 2007 Tutorial on Textual Entailment, 2007]<br />
<br />
=== Workshops ===<br />
<br />
[http://jssp2013.fbk.eu/ Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora]<br />
<br />
[http://www.cs.york.ac.uk/semeval-2013/task7/ The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge] at SemEval 2013<br />
<br />
[http://www.cs.york.ac.uk/semeval-2013/task8/ Cross-Lingual Textual Entailment for Content Synchronization] The Cross-Lingual Textual Entailment task at [http://www.cs.york.ac.uk/semeval-2013/ SemEval 2013].<br />
<br />
[http://www.cs.york.ac.uk/semeval-2012/task8/ Cross-Lingual Textual Entailment for Content Synchronization] The Cross-Lingual Textual Entailment task at [http://www.cs.york.ac.uk/semeval-2012/ SemEval 2012].<br />
<br />
[http://www.nist.gov/tac/2011/RTE/index.html TAC 2011 Recognizing Textual Entailment (RTE) Track (RTE-7), 2011]<br />
<br />
[https://sites.google.com/site/textinfer2011/ TextInfer 2011 - Workshop on Textual Entailment, 2011]<br />
<br />
[http://www.nist.gov/tac/data/past/2010/RTE-6_Main_Task.html TAC 2010 Recognizing Textual Entailment (RTE) Track (RTE-6), 2010]<br />
<br />
[http://www.nist.gov/tac/data/past/2009/RTE-5.html TAC 2009 Recognizing Textual Entailment (RTE) Track (RTE-5), 2009]<br />
<br />
[http://art.uniroma2.it/TextInfer2009/index.html TextInfer 2009 - Workshop on Applied Textual Inference, 2009]<br />
<br />
[http://www.nist.gov/tac/2008/rte/ TAC 2008 Recognizing Textual Entailment (RTE) Track (RTE-4), 2008]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE3/ Third PASCAL Recognising Textual Entailment Challenge (RTE-3), 2007]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE2/ Second PASCAL Recognising Textual Entailment Challenge (RTE-2), 2006]<br />
<br />
[http://nlp.uned.es/clef-qa/ave/ Answer Validation Exercise at CLEF 2006 (AVE 2006)]<br />
<br />
[http://acl.ldc.upenn.edu/W/W05/#W05-1200 ACL 2005 Workshop on Empirical Modeling of Semantic Equivalence and Entailment, 2005]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE/ First PASCAL Recognising Textual Entailment Challenge (RTE-1), 2005]<br />
<br />
<br />
<br />
=== Papers in recent conferences and other workshops ===<br />
<br />
M. Adler, J. Berant, I. Dagan. 2012. Entailment-based Text Exploration with Application to the Health-care Domain. In Proceedings of the ACL 2012 System Demonstrations.<br />
<br />
R. Bar-Haim, I. Dagan, B. Dolan, L. Ferro, D. Giampiccolo, B. Magnini and I. Szpektor. 2006. The Second PASCAL Recognising Textual Entailment Challenge. Proceedings of the Second PASCAL Recognising Textual Entailment Challenge. [http://u.cs.biu.ac.il/~nlp/RTE2/Proceedings/01.pdf pdf]<br />
<br />
R. Bar-Haim, I. Dagan, I. Greental and E. Shnarch. 2007. Semantic Inference at the Lexical-Syntactic Level. AAAI 2007. [http://www.aaai.org/Papers/AAAI/2007/AAAI07-138.pdf pdf]<br />
<br />
R. Bar-Haim, J. Berant and I. Dagan. 2009. A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules. EMNLP 2009. [http://aclweb.org/anthology//D/D09/D09-1110.pdf pdf]<br />
<br />
L. Bentivogli, P. Clark, I. Dagan, D. Giampiccolo. 2011. The Seventh PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2011. [http://www.nist.gov/tac/publications/2011/additional.papers/RTE7_overview.proceedings.pdf pdf]<br />
<br />
L. Bentivogli, P. Clark, I. Dagan, D. Giampiccolo. 2010. The Sixth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2010. [http://www.nist.gov/tac/publications/2010/additional.papers/RTE6_overview.proceedings.pdf pdf]<br />
<br />
L. Bentivogli, I. Dagan, H. Dang, D. Giampiccolo, M. Lo Leggio, and B. Magnini . 2009. Considering Discourse References in Textual Entailment Annotation. 5th International Conference on Generative Approaches to the Lexicon (GL 2009). [http://hlt.fbk.eu/sites/hlt.fbk.eu/files/GL2009_Bentivogli-et-al.pdf pdf]<br />
<br />
L. Bentivogli, B. Magnini, I. Dagan, H. Dang, D. Giampiccolo. 2009. The Fifth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2009. [http://www.nist.gov/tac/publications/2009/additional.papers/RTE5_overview.proceedings.pdf pdf]<br />
<br />
J. Berant, I. Dagan, M. Adler, J. Goldberger. 2012. Efficient Tree-based Approximation for Entailment Graph Learning. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
J. Bos, K. Markert. 2005. Recognising Textual Entailment with Logical Inference. Proceedings of the 2005 Conference on Empirical Methods in Natural Language Processing (EMNLP 2005), pp. 628–635. [http://www.meaningfactory.com/bos/pubs/BosMarkert2005EMNLP.pdf pdf]<br />
<br />
R. Braz, R. Girju, V. Punyakanok, D. Roth, and M. Sammons. 2005. An Inference Model for Semantic Entailment in Natural Language. Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
R. Braz, R. Girju, V. Punyakanok, D. Roth, and M. Sammons. 2005. Knowledge Representation for Semantic Entailment and Question-Answering. IJCAI-05 Workshop on Knowledge and Reasoning for Answering Questions. <br />
<br />
E. Cabrio, B. Magnini, A. Ivanova. 2012. Extracting Context-Rich Entailment Rules from Wikipedia Revision History. In Proceedings of the ACL 2012 Workshop on People's Web meets NLP.<br />
<br />
C. Corley, A. Csomai and R. Mihalcea. 2005. Text Semantic Similarity, with Applications. <br />
RANLP-05.<br />
<br />
I. Dagan and O. Glickman. 2004. Probabilistic textual entailment: Generic applied modeling of language variability. In PASCAL Workshop on Learning Methods for Text Understanding and Mining, Grenoble.<br />
<br />
I. Dagan, O. Glickman, A. Gliozzo, E. Marmorshtein and C. Strapparava. 2006. Direct Word Sense Matching for Lexical Substitution. COLING-ACL 2006<br />
<br />
E. Daya, E. Hurvitz, M. Wasserblat, B. Magnini, G. Neumann, S. Pado, G. Fidanza, G. Gianforme, M. Meisdrock, I. Dagan. 2012. Excitement - EXploring Customer Interactions through Textual EntailMENT. In Proceedings of AVIOS 2012.<br />
<br />
R. Delmonte, 2005. VENSES - a Linguistically-Based System for Semantic Evaluation, PLN, Procesamiento del Lenguaje Natural, Revista n° 35, ISSN:1135-5948, pp. 449-450.<br />
<br />
R. Delmonte, 2005. Simulare la comprensione del linguaggio con VENSES. presented at Workshop "Scienze Cognitive Applicate", Facolt? di Psicologia dell'Universit? Roma "La Sapienza", 12/13-12-2005.<br />
<br />
Georgiana Dinu and Rui Wang. 2009. Inference Rules and their Application to Recognizing Textual Entailment. EACL-09.<br />
<br />
M. Dzikovska, R. Nielsen, C. Brew, C. Leacock, D. Giampiccolo, L. Bentivogli, P. Clark, I. Dagan, H. Dang. 2013. SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge. Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). [http://aclweb.org/anthology/S/S13/S13-2045 pdf]<br />
<br />
P. S. Feizabadi, S. Pado. 2012. Automatic Identification of Motion Verbs in WordNet and FrameNet for Locational Inference. In Proceedings of KONVENS 2012.<br />
<br />
M. Geffet and I. Dagan. 2004. Feature Vector Quality and Distributional Similarity. Proceedings of The 20th International Conference on Computational Linguistics (COLING).<br />
<br />
M. Geffet and I. Dagan. 2005. "The Distributional Inclusion Hypotheses and Lexical Entailment", ACL 2005, Michigan, USA. <br />
<br />
D. Giampiccolo, H. Dang, B. Magnini, I. Dagan, E. Cabrio, B. Dolan. 2008. The Fourth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2008. [http://www.nist.gov/tac/publications/2008/additional.papers/RTE-4_overview.proceedings.pdf pdf]<br />
<br />
O. Glickman, I. Dagan and M. Koppel. 2005. A Probabilistic Classification Approach for Lexical Textual Entailment, Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
O. Glickman, E. Shnarch and I. Dagan. 2006. Lexical Reference: a Semantic Matching Subtask. EMNLP 2006 (poster).<br />
<br />
S. Gorzitze, S. Pado. 2012. Corpus-based Acquisition of German Event- and Object-Denoting Nouns. In Proceedings of KONVENS 2012.<br />
<br />
A. Haghighi, A. Y. Ng, and C. D. Manning. 2005. Robust Textual Inference via Graph Matching. HLT-EMNLP 2005.<br />
<br />
S. Harabagiu and A. Hickl. 2006. Methods for Using Textual Entailment in Open-Domain Question Answering. COLING-ACL 2006<br />
<br />
J. Herrera, A. Peñas, F. Verdejo, 2006. Textual Entailment Recognition Based on Dependency Analysis and WordNet. MLCW 2005. LNAI 3944. 231-239.<br />
<br />
V. Jijkoun and M. de Rijke. 2006. Recognizing Textual Entailment: Is Lexical Similarity Enough?, In: I. Dagan, F. Dalche, J. Quinonero Candela, B. Magnini, editors, Evaluating Predictive Uncertainty, Textual Entailment and Object Recognition Systems, LNAI 3944, pages 449-460, Springer Verlag.<br />
<br />
L. Kotlerman, I. Dagan, M. Gorodetsky, E. Daya. 2012. Sentence Clustering via Projection over Term Clusters. In Proceedings of *SEM 2012: The First Joint Conference on Lexical and Computational Semantics.<br />
<br />
L. Kotlerman, N. Madnani, A. Cahill. 2013. ParaQuery: Making Sense of Paraphrase Collections. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. Kouylekov and B. Magnini. 2005. Tree Edit Distance for Textual Entailment. RANLP 2005.<br />
<br />
O. Levy, T. Zesch, I. Dagan, I. Gurevych. 2013. Recognizing Partial Textual Entailment. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
A. Lotan, A. Stern, I. Dagan. 2013. TruthTeller: Annotating Predicate Truth. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.<br />
<br />
B. MacCartney, T. Grenager, M. de Marneffe, D. Cer and C. D. Manning. 2006. Learning to Recognize Features of Valid Textual Entailments. HLT-NAACL 2006.<br />
<br />
M. Makatchev, P. W. Jordan, K. Vanlehn. 2004. Abductive Theorem Proving for Analyzing Student Explanations to Guide Feedback in Intelligent Tutoring Systems. Journal of Automated Reasoning, 32(3). <br />
<br />
Y. Mehdad, B. Magnini. 2009. A Word Overlap Baseline for the Recognizing Textual Entailment Task. Available at http://hlt.fbk.eu/sites/hlt.fbk.eu/files/baseline.pdf<br />
<br />
O. Melamud, I. Dagan, J. Goldberger, I. Szpektor. 2013. Using Lexical Expansion to Learn Inference Rules from Sparse Data. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
O. Melamud, J. Berant, I. Dagan, J. Goldberger, I. Szpektor. 2013. A Two Level Model for Context Sensitive Inference Rules. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
Shachar Mirkin, Ido Dagan, Maayan Geffet. 2006. Integrating Pattern-based and Distributional Similarity Methods for Lexical Entailment Acquisition. COLING-ACL 2006 [http://aclweb.org/anthology-new/P/P06/P06-2075.pdf pdf] <br />
<br />
Shachar Mirkin, Ido Dagan, Eyal Shnarch. 2009. Evaluating the Inferential Utility of Lexical-Semantic Resources. EACL-09. [http://www.cs.biu.ac.il/~mirkins/publications/Inferential-Utility_Mirkin-DS_EACL09.pdf pdf]<br />
<br />
Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido Dagan, Marc Dymetman and Idan Szpektor. 2009. Source-Language Entailment Modeling for Translating Unknown Terms. ACL-09. [http://www.cs.biu.ac.il/~mirkins/publications/TE4MT_ACL09_Mirkin-Specia-etal.pdf pdf]<br />
<br />
Shachar Mirkin, Ido Dagan and Sebastian Padó. 2010. Assessing the Role of Discourse References in Entailment Inference. ACL-10 [http://aclweb.org/anthology-new/P/P10/P10-1123.pdf pdf]<br />
<br />
Shachar Mirkin, Jonathan Berant, Ido Dagan and Eyal Shnarch. 2010. Recognising Entailment within Discourse. COLING-10. [http://www.cs.biu.ac.il/~mirkins/publications/Mirkin-etal_COLING-2010.pdf pdf]<br />
<br />
Shachar Mirkin, Ido Dagan, Lili Kotlerman and Idan Szpektor. Classification-based Contextual Preferences. TextInfer 2011 [http://aclweb.org/anthology-new/W/W11/W11-2403.pdf]<br />
<br />
A. H. Moin, G. Neumann. 2012. Assisting Bug Triage in Large Open Source Projects Using Approximate String Matching. In Proceedings of the Seventh International Conference on Software Engineering Advances (ICSEA 2012).<br />
<br />
C. Monz and M. de Rijke. 2001. Light-Weight Entailment Checking for Computational Semantics, In: P. Blackburn and M. Kohlhase, editors, International workshop on Inference in Computational Semantics (ICoS-3).<br />
<br />
R. Nairn, C. Condoravdi, and L. Karttunen. 2006. Computing relative polarity for textual inference. International workshop on Inference in Computational Semantics (ICoS-5).<br />
<br />
Vivi Nastase, Carlo Strapparava. 2013. Bridging Languages through Etymology: The case of cross language text categorization. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. Negri, A. Marchetti, Y. Mehdad, L. Bentivogli, D. Giampiccolo. 2013. Semeval-2013 Task 8: Cross-lingual Textual Entailment for Content Synchronization. Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). [http://www.aclweb.org/anthology/S13-2005 pdf]<br />
<br />
M. Negri, A. Marchetti, Y. Mehdad, L. Bentivogli, D. Giampiccolo. 2012. Semeval-2012 Task 8: Cross-lingual Textual Entailment for Content Synchronization. *SEM 2012: The First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012). [http://www.aclweb.org/anthology/S12-1053 pdf]<br />
<br />
S. Pado, J. Utt. 2012. A Distributional Memory for German. In Proceedings of the KONVENS 2012 Workshop on recent developments and applications of lexical-semantic resources.<br />
<br />
S. Padó, J. Šnajder, B. Zeller. 2013. Derivational Smoothing for Syntactic Distributional Semantics. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. T. Pazienza, M. Pennacchiotti and F. M. Zanzotto . 2006. Discovering asymmetric entailment relations between verbs using selectional preferences. COLING-ACL 2006<br />
<br />
V. Pekar. 2006. Acquisition of Verb Entailment from Text. HLT-NAACL 2006<br />
<br />
A. Peñas, A. Rodrigo, F. Verdejo. 2006. SPARTE, a Test Suite for Recognising Textual Entailment in Spanish. Computational Linguistics and Intelligent Text Processing, CICLing 2006. LNCS 3878. 275-286<br />
<br />
R. Raina, A. Y. Ng, and C. Manning. 2005. Robust textual inference via learning and abductive reasoning. Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
M. Regneri, R. Wang. 2012. Using Discourse Information for Paraphrase Extraction. In Proceedings of the 2012 Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.<br />
<br />
L. Romano, M. Kouylekov, I. Szpektor, I. Dagan and A. Lavelli. 2006. Investigating a Generic Paraphrase-based Approach for Relation Extraction. EACL 2006. <br />
<br />
V. Rus, A. Graesser and K. Desai. 2005. Lexico-Syntactic Subsumption for Textual Entailment. RANLP 2005.<br />
<br />
B. Sacaleanu, G. Neumann. 2012. An Adaptive Framework for Named Entity Combination. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012).<br />
<br />
Mark Sammons, Vinod Vydiswaran, and Dan Roth. 2010. Ask not what Textual Entailment can do for you.... ACL-10 [http://l2r.cs.uiuc.edu/~danr/Papers/SammonsVyRo10.pdf pdf]<br />
<br />
E. Shnarch, I. Dagan, J. Goldberger. 2012. A Probabilistic Lexical Model for Ranking Textual Inferences. In Proceedings of *SEM 2012: The First Joint Conference on Lexical and Computational Semantics.<br />
<br />
E. Shnarch, E. Segal Halevi, J. Goldberger, I. Dagan. 2013. PLIS: a Probabilistic Lexical Inference System. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
R. Snow, L. Vanderwende and A. Menezes. 2006. Effectively Using Syntax for Recognizing False Entialment. HLT-NAACL 2006.<br />
<br />
A. Stern, R. Stern, I. Dagan, A. Felner. 2012. Efficient Search for Transformation-based Inference. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
A. Stern, I. Dagan. 2012. BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment. In Proceedings of the ACL 2012 System Demonstrations.<br />
<br />
I. Szpektor, I. Dagan, R. Bar-Haim and J. Goldberger. 2008. Contextual Preferences. ACL 2008<br />
<br />
M. Tatu and D. Moldovan. 2005. A Semantic Approach to Recognizing Textual Entailment. HLT-EMNLP 2005.<br />
<br />
M. Tatu and D. Moldovan. 2006. A Logic-based Semantic Approach to Recognizing Textual Entailment. COLING-ACL 2006 (poster). <br />
<br />
A. Volokh, G. Neumann. 2012. Extending Dependency Treebanks with Good Sentences. In Proceedings of KONVENS 2012.<br />
<br />
R. Wang, S. Li. 2012. Constructing a Question Corpus for Textual Semantic Relations. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012).<br />
<br />
Rui Wang and Günter Neumann. 2007. Recognizing Textual Entailment Using a Subsequence Kernel Method. AAAI-07.<br />
<br />
Rui Wang and Yajing Zhang. 2008. Recognizing Textual Entailment with Temporal Expressions in Natural Language Texts. In Proceedings of the IEEE International Workshop on Semantic Computing and Applications (IWSCA-2008).<br />
<br />
Rui Wang and Günter Neumann. 2009. An Accuracy-Oriented Divide-and-Conquer Strategy for Recognizing Textual Entailment. TAC 2008 Workshop - RTE-4.<br />
<br />
Rui Wang and Yi Zhang. 2009. Recognizing Textual Relatedness with Predicate-Argument Structures. EMNLP 2009.<br />
<br />
H. Weisman; J. Berant; I. Szpektor; I. Dagan. 2012. Learning Verb Inference Rules from Linguistically-Motivated Evidence. In Proceedings of the 2012 Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.<br />
<br />
F. M. Zanzotto and A. Moschitti. 2006. Automatic learning of textual entailments with cross-pair similarities. COLING-ACL 2006<br />
<br />
N. Zeichner, J. Berant, I. Dagan. 2012. Crowdsourcing Inference-Rule Evaluation. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
Britta Zeller and Sebastian Padó. 2013. A Search Task Dataset for German Textual Entailment. In Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013).<br />
<br />
B. Zeller, J. Šnajder, S. Padó. 2013. DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
Torsten Zesch, Omer Levy, Iryna Gurevych, Ido Dagan. 2013. UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis. In Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013).<br />
<br />
=== Journal papers ===<br />
<br />
I. Androutsopoulos and P. Malakasiotis. 2010. A Survey of Paraphrasing and Textual Entailment Methods. Journal of Artificial Intelligence Research, vol. 38, pp. 135-187. [http://www.jair.org/papers/paper2985.html]<br />
<br />
Ido Dagan, Bill Dolan, Bernardo Magnini and Dan Roth. 2009. Recognizing Textual Entailment: Rational, Evaluation and Approaches. Journal of Natural Language Engineering, vol. 15(4), pp. i-xvii.<br />
<br />
S. Pado, T.-G. Noh, A. Stern, R. Wang, R. Zanoli. forthcoming. Design and Realization of a Modular Architecture for Textual Entailment. Journal of Natural Language Engineering. Accepted for publication.<br />
<br />
=== Books ===<br />
<br />
Ido Dagan, Dan Roth, Mark Sammons and Fabio Massimo Zanzotto. 2013. Recognizing Textual Entailment: Models and Applications. Morgan & Claypool. [http://www.morganclaypool.com/doi/abs/10.2200/S00509ED1V01Y201305HLT023]<br />
<br />
[[Category:Textual Entailment Portal]]</div>Roybarhaimhttps://aclweb.org/aclwiki/index.php?title=Textual_Entailment_References&diff=10418Textual Entailment References2013-11-11T14:33:54Z<p>Roybarhaim: /* Papers in recent conferences and other workshops */</p>
<hr />
<div>[[Textual Entailment]] &gt; '''References''':<br />
----<br />
<br />
''You are welcome to update this list with new papers on textual entailment (please keep the new references in the same format, and maintain the alphabetical order).''<br />
<br />
''For challenges and tasks, usually only overview papers are listed. Papers describing systems participating to RTE challenges can be found in the web page of the challenges and tasks.''<br />
<br />
=== Tutorials ===<br />
<br />
[http://www.aaai.org/Conferences/AAAI/2013/aaai13tutorials.php#sp4 AAAI 2013 Tutorial on Textual Inference, 2013]<br />
<br />
[http://l2r.cs.uiuc.edu/~cogcomp/presentations/RTE_NAACL_2010.zip NAACL 2010 Tutorial on Recognizing Textual Entailment, 2010]<br />
<br />
[http://www.cs.biu.ac.il/~dagan/TE-Tutorial-ACL07.ppt ACL 2007 Tutorial on Textual Entailment, 2007]<br />
<br />
=== Workshops ===<br />
<br />
[http://jssp2013.fbk.eu/ Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora]<br />
<br />
[http://www.cs.york.ac.uk/semeval-2013/task7/ The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge] at SemEval 2013<br />
<br />
[http://www.cs.york.ac.uk/semeval-2013/task8/ Cross-Lingual Textual Entailment for Content Synchronization] The Cross-Lingual Textual Entailment task at [http://www.cs.york.ac.uk/semeval-2013/ SemEval 2013].<br />
<br />
[http://www.cs.york.ac.uk/semeval-2012/task8/ Cross-Lingual Textual Entailment for Content Synchronization] The Cross-Lingual Textual Entailment task at [http://www.cs.york.ac.uk/semeval-2012/ SemEval 2012].<br />
<br />
[http://www.nist.gov/tac/2011/RTE/index.html TAC 2011 Recognizing Textual Entailment (RTE) Track (RTE-7), 2011]<br />
<br />
[https://sites.google.com/site/textinfer2011/ TextInfer 2011 - Workshop on Textual Entailment, 2011]<br />
<br />
[http://www.nist.gov/tac/data/past/2010/RTE-6_Main_Task.html TAC 2010 Recognizing Textual Entailment (RTE) Track (RTE-6), 2010]<br />
<br />
[http://www.nist.gov/tac/data/past/2009/RTE-5.html TAC 2009 Recognizing Textual Entailment (RTE) Track (RTE-5), 2009]<br />
<br />
[http://art.uniroma2.it/TextInfer2009/index.html TextInfer 2009 - Workshop on Applied Textual Inference, 2009]<br />
<br />
[http://www.nist.gov/tac/2008/rte/ TAC 2008 Recognizing Textual Entailment (RTE) Track (RTE-4), 2008]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE3/ Third PASCAL Recognising Textual Entailment Challenge (RTE-3), 2007]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE2/ Second PASCAL Recognising Textual Entailment Challenge (RTE-2), 2006]<br />
<br />
[http://nlp.uned.es/clef-qa/ave/ Answer Validation Exercise at CLEF 2006 (AVE 2006)]<br />
<br />
[http://acl.ldc.upenn.edu/W/W05/#W05-1200 ACL 2005 Workshop on Empirical Modeling of Semantic Equivalence and Entailment, 2005]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE/ First PASCAL Recognising Textual Entailment Challenge (RTE-1), 2005]<br />
<br />
<br />
<br />
=== Papers in recent conferences and other workshops ===<br />
<br />
M. Adler, J. Berant, I. Dagan. 2012. Entailment-based Text Exploration with Application to the Health-care Domain. In Proceedings of the ACL 2012 System Demonstrations.<br />
<br />
R. Bar-Haim, I. Dagan, B. Dolan, L. Ferro, D. Giampiccolo, B. Magnini and I. Szpektor. 2006. The Second PASCAL Recognising Textual Entailment Challenge. Proceedings of the Second PASCAL Recognising Textual Entailment Challenge.<br />
<br />
R. Bar-Haim, I. Dagan, I. Greental and E. Shnarch. 2007. Semantic Inference at the Lexical-Syntactic Level. AAAI 2007<br />
<br />
R. Bar-Haim, J. Berant and I. Dagan. 2009. A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules. EMNLP 2009<br />
<br />
L. Bentivogli, P. Clark, I. Dagan, D. Giampiccolo. 2011. The Seventh PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2011. [http://www.nist.gov/tac/publications/2011/additional.papers/RTE7_overview.proceedings.pdf pdf]<br />
<br />
L. Bentivogli, P. Clark, I. Dagan, D. Giampiccolo. 2010. The Sixth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2010. [http://www.nist.gov/tac/publications/2010/additional.papers/RTE6_overview.proceedings.pdf pdf]<br />
<br />
L. Bentivogli, I. Dagan, H. Dang, D. Giampiccolo, M. Lo Leggio, and B. Magnini . 2009. Considering Discourse References in Textual Entailment Annotation. 5th International Conference on Generative Approaches to the Lexicon (GL 2009). [http://hlt.fbk.eu/sites/hlt.fbk.eu/files/GL2009_Bentivogli-et-al.pdf pdf]<br />
<br />
L. Bentivogli, B. Magnini, I. Dagan, H. Dang, D. Giampiccolo. 2009. The Fifth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2009. [http://www.nist.gov/tac/publications/2009/additional.papers/RTE5_overview.proceedings.pdf pdf]<br />
<br />
J. Berant, I. Dagan, M. Adler, J. Goldberger. 2012. Efficient Tree-based Approximation for Entailment Graph Learning. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
J. Bos, K. Markert. 2005. Recognising Textual Entailment with Logical Inference. Proceedings of the 2005 Conference on Empirical Methods in Natural Language Processing (EMNLP 2005), pp. 628–635. [http://www.meaningfactory.com/bos/pubs/BosMarkert2005EMNLP.pdf pdf]<br />
<br />
R. Braz, R. Girju, V. Punyakanok, D. Roth, and M. Sammons. 2005. An Inference Model for Semantic Entailment in Natural Language. Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
R. Braz, R. Girju, V. Punyakanok, D. Roth, and M. Sammons. 2005. Knowledge Representation for Semantic Entailment and Question-Answering. IJCAI-05 Workshop on Knowledge and Reasoning for Answering Questions. <br />
<br />
E. Cabrio, B. Magnini, A. Ivanova. 2012. Extracting Context-Rich Entailment Rules from Wikipedia Revision History. In Proceedings of the ACL 2012 Workshop on People's Web meets NLP.<br />
<br />
C. Corley, A. Csomai and R. Mihalcea. 2005. Text Semantic Similarity, with Applications. <br />
RANLP-05.<br />
<br />
I. Dagan and O. Glickman. 2004. Probabilistic textual entailment: Generic applied modeling of language variability. In PASCAL Workshop on Learning Methods for Text Understanding and Mining, Grenoble.<br />
<br />
I. Dagan, O. Glickman, A. Gliozzo, E. Marmorshtein and C. Strapparava. 2006. Direct Word Sense Matching for Lexical Substitution. COLING-ACL 2006<br />
<br />
E. Daya, E. Hurvitz, M. Wasserblat, B. Magnini, G. Neumann, S. Pado, G. Fidanza, G. Gianforme, M. Meisdrock, I. Dagan. 2012. Excitement - EXploring Customer Interactions through Textual EntailMENT. In Proceedings of AVIOS 2012.<br />
<br />
R. Delmonte, 2005. VENSES - a Linguistically-Based System for Semantic Evaluation, PLN, Procesamiento del Lenguaje Natural, Revista n° 35, ISSN:1135-5948, pp. 449-450.<br />
<br />
R. Delmonte, 2005. Simulare la comprensione del linguaggio con VENSES. presented at Workshop "Scienze Cognitive Applicate", Facolt? di Psicologia dell'Universit? Roma "La Sapienza", 12/13-12-2005.<br />
<br />
Georgiana Dinu and Rui Wang. 2009. Inference Rules and their Application to Recognizing Textual Entailment. EACL-09.<br />
<br />
M. Dzikovska, R. Nielsen, C. Brew, C. Leacock, D. Giampiccolo, L. Bentivogli, P. Clark, I. Dagan, H. Dang. 2013. SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge. Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). [http://aclweb.org/anthology/S/S13/S13-2045 pdf]<br />
<br />
P. S. Feizabadi, S. Pado. 2012. Automatic Identification of Motion Verbs in WordNet and FrameNet for Locational Inference. In Proceedings of KONVENS 2012.<br />
<br />
M. Geffet and I. Dagan. 2004. Feature Vector Quality and Distributional Similarity. Proceedings of The 20th International Conference on Computational Linguistics (COLING).<br />
<br />
M. Geffet and I. Dagan. 2005. "The Distributional Inclusion Hypotheses and Lexical Entailment", ACL 2005, Michigan, USA. <br />
<br />
D. Giampiccolo, H. Dang, B. Magnini, I. Dagan, E. Cabrio, B. Dolan. 2008. The Fourth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2008. [http://www.nist.gov/tac/publications/2008/additional.papers/RTE-4_overview.proceedings.pdf pdf]<br />
<br />
O. Glickman, I. Dagan and M. Koppel. 2005. A Probabilistic Classification Approach for Lexical Textual Entailment, Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
O. Glickman, E. Shnarch and I. Dagan. 2006. Lexical Reference: a Semantic Matching Subtask. EMNLP 2006 (poster).<br />
<br />
S. Gorzitze, S. Pado. 2012. Corpus-based Acquisition of German Event- and Object-Denoting Nouns. In Proceedings of KONVENS 2012.<br />
<br />
A. Haghighi, A. Y. Ng, and C. D. Manning. 2005. Robust Textual Inference via Graph Matching. HLT-EMNLP 2005.<br />
<br />
S. Harabagiu and A. Hickl. 2006. Methods for Using Textual Entailment in Open-Domain Question Answering. COLING-ACL 2006<br />
<br />
J. Herrera, A. Peñas, F. Verdejo, 2006. Textual Entailment Recognition Based on Dependency Analysis and WordNet. MLCW 2005. LNAI 3944. 231-239.<br />
<br />
V. Jijkoun and M. de Rijke. 2006. Recognizing Textual Entailment: Is Lexical Similarity Enough?, In: I. Dagan, F. Dalche, J. Quinonero Candela, B. Magnini, editors, Evaluating Predictive Uncertainty, Textual Entailment and Object Recognition Systems, LNAI 3944, pages 449-460, Springer Verlag.<br />
<br />
L. Kotlerman, I. Dagan, M. Gorodetsky, E. Daya. 2012. Sentence Clustering via Projection over Term Clusters. In Proceedings of *SEM 2012: The First Joint Conference on Lexical and Computational Semantics.<br />
<br />
L. Kotlerman, N. Madnani, A. Cahill. 2013. ParaQuery: Making Sense of Paraphrase Collections. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. Kouylekov and B. Magnini. 2005. Tree Edit Distance for Textual Entailment. RANLP 2005.<br />
<br />
O. Levy, T. Zesch, I. Dagan, I. Gurevych. 2013. Recognizing Partial Textual Entailment. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
A. Lotan, A. Stern, I. Dagan. 2013. TruthTeller: Annotating Predicate Truth. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.<br />
<br />
B. MacCartney, T. Grenager, M. de Marneffe, D. Cer and C. D. Manning. 2006. Learning to Recognize Features of Valid Textual Entailments. HLT-NAACL 2006.<br />
<br />
M. Makatchev, P. W. Jordan, K. Vanlehn. 2004. Abductive Theorem Proving for Analyzing Student Explanations to Guide Feedback in Intelligent Tutoring Systems. Journal of Automated Reasoning, 32(3). <br />
<br />
Y. Mehdad, B. Magnini. 2009. A Word Overlap Baseline for the Recognizing Textual Entailment Task. Available at http://hlt.fbk.eu/sites/hlt.fbk.eu/files/baseline.pdf<br />
<br />
O. Melamud, I. Dagan, J. Goldberger, I. Szpektor. 2013. Using Lexical Expansion to Learn Inference Rules from Sparse Data. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
O. Melamud, J. Berant, I. Dagan, J. Goldberger, I. Szpektor. 2013. A Two Level Model for Context Sensitive Inference Rules. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
Shachar Mirkin, Ido Dagan, Maayan Geffet. 2006. Integrating Pattern-based and Distributional Similarity Methods for Lexical Entailment Acquisition. COLING-ACL 2006 [http://aclweb.org/anthology-new/P/P06/P06-2075.pdf pdf] <br />
<br />
Shachar Mirkin, Ido Dagan, Eyal Shnarch. 2009. Evaluating the Inferential Utility of Lexical-Semantic Resources. EACL-09. [http://www.cs.biu.ac.il/~mirkins/publications/Inferential-Utility_Mirkin-DS_EACL09.pdf pdf]<br />
<br />
Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido Dagan, Marc Dymetman and Idan Szpektor. 2009. Source-Language Entailment Modeling for Translating Unknown Terms. ACL-09. [http://www.cs.biu.ac.il/~mirkins/publications/TE4MT_ACL09_Mirkin-Specia-etal.pdf pdf]<br />
<br />
Shachar Mirkin, Ido Dagan and Sebastian Padó. 2010. Assessing the Role of Discourse References in Entailment Inference. ACL-10 [http://aclweb.org/anthology-new/P/P10/P10-1123.pdf pdf]<br />
<br />
Shachar Mirkin, Jonathan Berant, Ido Dagan and Eyal Shnarch. 2010. Recognising Entailment within Discourse. COLING-10. [http://www.cs.biu.ac.il/~mirkins/publications/Mirkin-etal_COLING-2010.pdf pdf]<br />
<br />
Shachar Mirkin, Ido Dagan, Lili Kotlerman and Idan Szpektor. Classification-based Contextual Preferences. TextInfer 2011 [http://aclweb.org/anthology-new/W/W11/W11-2403.pdf]<br />
<br />
A. H. Moin, G. Neumann. 2012. Assisting Bug Triage in Large Open Source Projects Using Approximate String Matching. In Proceedings of the Seventh International Conference on Software Engineering Advances (ICSEA 2012).<br />
<br />
C. Monz and M. de Rijke. 2001. Light-Weight Entailment Checking for Computational Semantics, In: P. Blackburn and M. Kohlhase, editors, International workshop on Inference in Computational Semantics (ICoS-3).<br />
<br />
R. Nairn, C. Condoravdi, and L. Karttunen. 2006. Computing relative polarity for textual inference. International workshop on Inference in Computational Semantics (ICoS-5).<br />
<br />
Vivi Nastase, Carlo Strapparava. 2013. Bridging Languages through Etymology: The case of cross language text categorization. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. Negri, A. Marchetti, Y. Mehdad, L. Bentivogli, D. Giampiccolo. 2013. Semeval-2013 Task 8: Cross-lingual Textual Entailment for Content Synchronization. Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). [http://www.aclweb.org/anthology/S13-2005 pdf]<br />
<br />
M. Negri, A. Marchetti, Y. Mehdad, L. Bentivogli, D. Giampiccolo. 2012. Semeval-2012 Task 8: Cross-lingual Textual Entailment for Content Synchronization. *SEM 2012: The First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012). [http://www.aclweb.org/anthology/S12-1053 pdf]<br />
<br />
S. Pado, J. Utt. 2012. A Distributional Memory for German. In Proceedings of the KONVENS 2012 Workshop on recent developments and applications of lexical-semantic resources.<br />
<br />
S. Padó, J. Šnajder, B. Zeller. 2013. Derivational Smoothing for Syntactic Distributional Semantics. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. T. Pazienza, M. Pennacchiotti and F. M. Zanzotto . 2006. Discovering asymmetric entailment relations between verbs using selectional preferences. COLING-ACL 2006<br />
<br />
V. Pekar. 2006. Acquisition of Verb Entailment from Text. HLT-NAACL 2006<br />
<br />
A. Peñas, A. Rodrigo, F. Verdejo. 2006. SPARTE, a Test Suite for Recognising Textual Entailment in Spanish. Computational Linguistics and Intelligent Text Processing, CICLing 2006. LNCS 3878. 275-286<br />
<br />
R. Raina, A. Y. Ng, and C. Manning. 2005. Robust textual inference via learning and abductive reasoning. Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
M. Regneri, R. Wang. 2012. Using Discourse Information for Paraphrase Extraction. In Proceedings of the 2012 Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.<br />
<br />
L. Romano, M. Kouylekov, I. Szpektor, I. Dagan and A. Lavelli. 2006. Investigating a Generic Paraphrase-based Approach for Relation Extraction. EACL 2006. <br />
<br />
V. Rus, A. Graesser and K. Desai. 2005. Lexico-Syntactic Subsumption for Textual Entailment. RANLP 2005.<br />
<br />
B. Sacaleanu, G. Neumann. 2012. An Adaptive Framework for Named Entity Combination. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012).<br />
<br />
Mark Sammons, Vinod Vydiswaran, and Dan Roth. 2010. Ask not what Textual Entailment can do for you.... ACL-10 [http://l2r.cs.uiuc.edu/~danr/Papers/SammonsVyRo10.pdf pdf]<br />
<br />
E. Shnarch, I. Dagan, J. Goldberger. 2012. A Probabilistic Lexical Model for Ranking Textual Inferences. In Proceedings of *SEM 2012: The First Joint Conference on Lexical and Computational Semantics.<br />
<br />
E. Shnarch, E. Segal Halevi, J. Goldberger, I. Dagan. 2013. PLIS: a Probabilistic Lexical Inference System. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
R. Snow, L. Vanderwende and A. Menezes. 2006. Effectively Using Syntax for Recognizing False Entialment. HLT-NAACL 2006.<br />
<br />
A. Stern, R. Stern, I. Dagan, A. Felner. 2012. Efficient Search for Transformation-based Inference. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
A. Stern, I. Dagan. 2012. BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment. In Proceedings of the ACL 2012 System Demonstrations.<br />
<br />
I. Szpektor, I. Dagan, R. Bar-Haim and J. Goldberger. 2008. Contextual Preferences. ACL 2008<br />
<br />
M. Tatu and D. Moldovan. 2005. A Semantic Approach to Recognizing Textual Entailment. HLT-EMNLP 2005.<br />
<br />
M. Tatu and D. Moldovan. 2006. A Logic-based Semantic Approach to Recognizing Textual Entailment. COLING-ACL 2006 (poster). <br />
<br />
A. Volokh, G. Neumann. 2012. Extending Dependency Treebanks with Good Sentences. In Proceedings of KONVENS 2012.<br />
<br />
R. Wang, S. Li. 2012. Constructing a Question Corpus for Textual Semantic Relations. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012).<br />
<br />
Rui Wang and Günter Neumann. 2007. Recognizing Textual Entailment Using a Subsequence Kernel Method. AAAI-07.<br />
<br />
Rui Wang and Yajing Zhang. 2008. Recognizing Textual Entailment with Temporal Expressions in Natural Language Texts. In Proceedings of the IEEE International Workshop on Semantic Computing and Applications (IWSCA-2008).<br />
<br />
Rui Wang and Günter Neumann. 2009. An Accuracy-Oriented Divide-and-Conquer Strategy for Recognizing Textual Entailment. TAC 2008 Workshop - RTE-4.<br />
<br />
Rui Wang and Yi Zhang. 2009. Recognizing Textual Relatedness with Predicate-Argument Structures. EMNLP 2009.<br />
<br />
H. Weisman; J. Berant; I. Szpektor; I. Dagan. 2012. Learning Verb Inference Rules from Linguistically-Motivated Evidence. In Proceedings of the 2012 Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.<br />
<br />
F. M. Zanzotto and A. Moschitti. 2006. Automatic learning of textual entailments with cross-pair similarities. COLING-ACL 2006<br />
<br />
N. Zeichner, J. Berant, I. Dagan. 2012. Crowdsourcing Inference-Rule Evaluation. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
Britta Zeller and Sebastian Padó. 2013. A Search Task Dataset for German Textual Entailment. In Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013).<br />
<br />
B. Zeller, J. Šnajder, S. Padó. 2013. DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
Torsten Zesch, Omer Levy, Iryna Gurevych, Ido Dagan. 2013. UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis. In Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013).<br />
<br />
=== Journal papers ===<br />
<br />
I. Androutsopoulos and P. Malakasiotis. 2010. A Survey of Paraphrasing and Textual Entailment Methods. Journal of Artificial Intelligence Research, vol. 38, pp. 135-187. [http://www.jair.org/papers/paper2985.html]<br />
<br />
Ido Dagan, Bill Dolan, Bernardo Magnini and Dan Roth. 2009. Recognizing Textual Entailment: Rational, Evaluation and Approaches. Journal of Natural Language Engineering, vol. 15(4), pp. i-xvii.<br />
<br />
S. Pado, T.-G. Noh, A. Stern, R. Wang, R. Zanoli. forthcoming. Design and Realization of a Modular Architecture for Textual Entailment. Journal of Natural Language Engineering. Accepted for publication.<br />
<br />
=== Books ===<br />
<br />
Ido Dagan, Dan Roth, Mark Sammons and Fabio Massimo Zanzotto. 2013. Recognizing Textual Entailment: Models and Applications. Morgan & Claypool. [http://www.morganclaypool.com/doi/abs/10.2200/S00509ED1V01Y201305HLT023]<br />
<br />
[[Category:Textual Entailment Portal]]</div>Roybarhaimhttps://aclweb.org/aclwiki/index.php?title=Textual_Entailment_References&diff=10417Textual Entailment References2013-11-11T14:29:40Z<p>Roybarhaim: </p>
<hr />
<div>[[Textual Entailment]] &gt; '''References''':<br />
----<br />
<br />
''You are welcome to update this list with new papers on textual entailment (please keep the new references in the same format, and maintain the alphabetical order).''<br />
<br />
''For challenges and tasks, usually only overview papers are listed. Papers describing systems participating to RTE challenges can be found in the web page of the challenges and tasks.''<br />
<br />
=== Tutorials ===<br />
<br />
[http://www.aaai.org/Conferences/AAAI/2013/aaai13tutorials.php#sp4 AAAI 2013 Tutorial on Textual Inference, 2013]<br />
<br />
[http://l2r.cs.uiuc.edu/~cogcomp/presentations/RTE_NAACL_2010.zip NAACL 2010 Tutorial on Recognizing Textual Entailment, 2010]<br />
<br />
[http://www.cs.biu.ac.il/~dagan/TE-Tutorial-ACL07.ppt ACL 2007 Tutorial on Textual Entailment, 2007]<br />
<br />
=== Workshops ===<br />
<br />
[http://jssp2013.fbk.eu/ Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora]<br />
<br />
[http://www.cs.york.ac.uk/semeval-2013/task7/ The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge] at SemEval 2013<br />
<br />
[http://www.cs.york.ac.uk/semeval-2013/task8/ Cross-Lingual Textual Entailment for Content Synchronization] The Cross-Lingual Textual Entailment task at [http://www.cs.york.ac.uk/semeval-2013/ SemEval 2013].<br />
<br />
[http://www.cs.york.ac.uk/semeval-2012/task8/ Cross-Lingual Textual Entailment for Content Synchronization] The Cross-Lingual Textual Entailment task at [http://www.cs.york.ac.uk/semeval-2012/ SemEval 2012].<br />
<br />
[http://www.nist.gov/tac/2011/RTE/index.html TAC 2011 Recognizing Textual Entailment (RTE) Track (RTE-7), 2011]<br />
<br />
[https://sites.google.com/site/textinfer2011/ TextInfer 2011 - Workshop on Textual Entailment, 2011]<br />
<br />
[http://www.nist.gov/tac/data/past/2010/RTE-6_Main_Task.html TAC 2010 Recognizing Textual Entailment (RTE) Track (RTE-6), 2010]<br />
<br />
[http://www.nist.gov/tac/data/past/2009/RTE-5.html TAC 2009 Recognizing Textual Entailment (RTE) Track (RTE-5), 2009]<br />
<br />
[http://art.uniroma2.it/TextInfer2009/index.html TextInfer 2009 - Workshop on Applied Textual Inference, 2009]<br />
<br />
[http://www.nist.gov/tac/2008/rte/ TAC 2008 Recognizing Textual Entailment (RTE) Track (RTE-4), 2008]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE3/ Third PASCAL Recognising Textual Entailment Challenge (RTE-3), 2007]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE2/ Second PASCAL Recognising Textual Entailment Challenge (RTE-2), 2006]<br />
<br />
[http://nlp.uned.es/clef-qa/ave/ Answer Validation Exercise at CLEF 2006 (AVE 2006)]<br />
<br />
[http://acl.ldc.upenn.edu/W/W05/#W05-1200 ACL 2005 Workshop on Empirical Modeling of Semantic Equivalence and Entailment, 2005]<br />
<br />
[http://www.pascal-network.org/Challenges/RTE/ First PASCAL Recognising Textual Entailment Challenge (RTE-1), 2005]<br />
<br />
<br />
<br />
=== Papers in recent conferences and other workshops ===<br />
<br />
M. Adler, J. Berant, I. Dagan. 2012. Entailment-based Text Exploration with Application to the Health-care Domain. In Proceedings of the ACL 2012 System Demonstrations.<br />
<br />
R. Bar-Haim, I. Dagan, I. Greental and E. Shnarch. 2007. Semantic Inference at the Lexical-Syntactic Level. AAAI 2007<br />
<br />
R. Bar-Haim, J. Berant and I. Dagan. 2009. A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules. EMNLP 2009<br />
<br />
L. Bentivogli, P. Clark, I. Dagan, D. Giampiccolo. 2011. The Seventh PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2011. [http://www.nist.gov/tac/publications/2011/additional.papers/RTE7_overview.proceedings.pdf pdf]<br />
<br />
L. Bentivogli, P. Clark, I. Dagan, D. Giampiccolo. 2010. The Sixth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2010. [http://www.nist.gov/tac/publications/2010/additional.papers/RTE6_overview.proceedings.pdf pdf]<br />
<br />
L. Bentivogli, I. Dagan, H. Dang, D. Giampiccolo, M. Lo Leggio, and B. Magnini . 2009. Considering Discourse References in Textual Entailment Annotation. 5th International Conference on Generative Approaches to the Lexicon (GL 2009). [http://hlt.fbk.eu/sites/hlt.fbk.eu/files/GL2009_Bentivogli-et-al.pdf pdf]<br />
<br />
L. Bentivogli, B. Magnini, I. Dagan, H. Dang, D. Giampiccolo. 2009. The Fifth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2009. [http://www.nist.gov/tac/publications/2009/additional.papers/RTE5_overview.proceedings.pdf pdf]<br />
<br />
J. Berant, I. Dagan, M. Adler, J. Goldberger. 2012. Efficient Tree-based Approximation for Entailment Graph Learning. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
J. Bos, K. Markert. 2005. Recognising Textual Entailment with Logical Inference. Proceedings of the 2005 Conference on Empirical Methods in Natural Language Processing (EMNLP 2005), pp. 628–635. [http://www.meaningfactory.com/bos/pubs/BosMarkert2005EMNLP.pdf pdf]<br />
<br />
R. Braz, R. Girju, V. Punyakanok, D. Roth, and M. Sammons. 2005. An Inference Model for Semantic Entailment in Natural Language. Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
R. Braz, R. Girju, V. Punyakanok, D. Roth, and M. Sammons. 2005. Knowledge Representation for Semantic Entailment and Question-Answering. IJCAI-05 Workshop on Knowledge and Reasoning for Answering Questions. <br />
<br />
E. Cabrio, B. Magnini, A. Ivanova. 2012. Extracting Context-Rich Entailment Rules from Wikipedia Revision History. In Proceedings of the ACL 2012 Workshop on People's Web meets NLP.<br />
<br />
C. Corley, A. Csomai and R. Mihalcea. 2005. Text Semantic Similarity, with Applications. <br />
RANLP-05.<br />
<br />
I. Dagan and O. Glickman. 2004. Probabilistic textual entailment: Generic applied modeling of language variability. In PASCAL Workshop on Learning Methods for Text Understanding and Mining, Grenoble.<br />
<br />
I. Dagan, O. Glickman, A. Gliozzo, E. Marmorshtein and C. Strapparava. 2006. Direct Word Sense Matching for Lexical Substitution. COLING-ACL 2006<br />
<br />
E. Daya, E. Hurvitz, M. Wasserblat, B. Magnini, G. Neumann, S. Pado, G. Fidanza, G. Gianforme, M. Meisdrock, I. Dagan. 2012. Excitement - EXploring Customer Interactions through Textual EntailMENT. In Proceedings of AVIOS 2012.<br />
<br />
R. Delmonte, 2005. VENSES - a Linguistically-Based System for Semantic Evaluation, PLN, Procesamiento del Lenguaje Natural, Revista n° 35, ISSN:1135-5948, pp. 449-450.<br />
<br />
R. Delmonte, 2005. Simulare la comprensione del linguaggio con VENSES. presented at Workshop "Scienze Cognitive Applicate", Facolt? di Psicologia dell'Universit? Roma "La Sapienza", 12/13-12-2005.<br />
<br />
Georgiana Dinu and Rui Wang. 2009. Inference Rules and their Application to Recognizing Textual Entailment. EACL-09.<br />
<br />
M. Dzikovska, R. Nielsen, C. Brew, C. Leacock, D. Giampiccolo, L. Bentivogli, P. Clark, I. Dagan, H. Dang. 2013. SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge. Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). [http://aclweb.org/anthology/S/S13/S13-2045 pdf]<br />
<br />
P. S. Feizabadi, S. Pado. 2012. Automatic Identification of Motion Verbs in WordNet and FrameNet for Locational Inference. In Proceedings of KONVENS 2012.<br />
<br />
M. Geffet and I. Dagan. 2004. Feature Vector Quality and Distributional Similarity. Proceedings of The 20th International Conference on Computational Linguistics (COLING).<br />
<br />
M. Geffet and I. Dagan. 2005. "The Distributional Inclusion Hypotheses and Lexical Entailment", ACL 2005, Michigan, USA. <br />
<br />
D. Giampiccolo, H. Dang, B. Magnini, I. Dagan, E. Cabrio, B. Dolan. 2008. The Fourth PASCAL Recognizing Textual Entailment Challenge. Proceedings of TAC 2008. [http://www.nist.gov/tac/publications/2008/additional.papers/RTE-4_overview.proceedings.pdf pdf]<br />
<br />
O. Glickman, I. Dagan and M. Koppel. 2005. A Probabilistic Classification Approach for Lexical Textual Entailment, Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
O. Glickman, E. Shnarch and I. Dagan. 2006. Lexical Reference: a Semantic Matching Subtask. EMNLP 2006 (poster).<br />
<br />
S. Gorzitze, S. Pado. 2012. Corpus-based Acquisition of German Event- and Object-Denoting Nouns. In Proceedings of KONVENS 2012.<br />
<br />
A. Haghighi, A. Y. Ng, and C. D. Manning. 2005. Robust Textual Inference via Graph Matching. HLT-EMNLP 2005.<br />
<br />
S. Harabagiu and A. Hickl. 2006. Methods for Using Textual Entailment in Open-Domain Question Answering. COLING-ACL 2006<br />
<br />
J. Herrera, A. Peñas, F. Verdejo, 2006. Textual Entailment Recognition Based on Dependency Analysis and WordNet. MLCW 2005. LNAI 3944. 231-239.<br />
<br />
V. Jijkoun and M. de Rijke. 2006. Recognizing Textual Entailment: Is Lexical Similarity Enough?, In: I. Dagan, F. Dalche, J. Quinonero Candela, B. Magnini, editors, Evaluating Predictive Uncertainty, Textual Entailment and Object Recognition Systems, LNAI 3944, pages 449-460, Springer Verlag.<br />
<br />
L. Kotlerman, I. Dagan, M. Gorodetsky, E. Daya. 2012. Sentence Clustering via Projection over Term Clusters. In Proceedings of *SEM 2012: The First Joint Conference on Lexical and Computational Semantics.<br />
<br />
L. Kotlerman, N. Madnani, A. Cahill. 2013. ParaQuery: Making Sense of Paraphrase Collections. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. Kouylekov and B. Magnini. 2005. Tree Edit Distance for Textual Entailment. RANLP 2005.<br />
<br />
O. Levy, T. Zesch, I. Dagan, I. Gurevych. 2013. Recognizing Partial Textual Entailment. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
A. Lotan, A. Stern, I. Dagan. 2013. TruthTeller: Annotating Predicate Truth. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.<br />
<br />
B. MacCartney, T. Grenager, M. de Marneffe, D. Cer and C. D. Manning. 2006. Learning to Recognize Features of Valid Textual Entailments. HLT-NAACL 2006.<br />
<br />
M. Makatchev, P. W. Jordan, K. Vanlehn. 2004. Abductive Theorem Proving for Analyzing Student Explanations to Guide Feedback in Intelligent Tutoring Systems. Journal of Automated Reasoning, 32(3). <br />
<br />
Y. Mehdad, B. Magnini. 2009. A Word Overlap Baseline for the Recognizing Textual Entailment Task. Available at http://hlt.fbk.eu/sites/hlt.fbk.eu/files/baseline.pdf<br />
<br />
O. Melamud, I. Dagan, J. Goldberger, I. Szpektor. 2013. Using Lexical Expansion to Learn Inference Rules from Sparse Data. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
O. Melamud, J. Berant, I. Dagan, J. Goldberger, I. Szpektor. 2013. A Two Level Model for Context Sensitive Inference Rules. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
Shachar Mirkin, Ido Dagan, Maayan Geffet. 2006. Integrating Pattern-based and Distributional Similarity Methods for Lexical Entailment Acquisition. COLING-ACL 2006 [http://aclweb.org/anthology-new/P/P06/P06-2075.pdf pdf] <br />
<br />
Shachar Mirkin, Ido Dagan, Eyal Shnarch. 2009. Evaluating the Inferential Utility of Lexical-Semantic Resources. EACL-09. [http://www.cs.biu.ac.il/~mirkins/publications/Inferential-Utility_Mirkin-DS_EACL09.pdf pdf]<br />
<br />
Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido Dagan, Marc Dymetman and Idan Szpektor. 2009. Source-Language Entailment Modeling for Translating Unknown Terms. ACL-09. [http://www.cs.biu.ac.il/~mirkins/publications/TE4MT_ACL09_Mirkin-Specia-etal.pdf pdf]<br />
<br />
Shachar Mirkin, Ido Dagan and Sebastian Padó. 2010. Assessing the Role of Discourse References in Entailment Inference. ACL-10 [http://aclweb.org/anthology-new/P/P10/P10-1123.pdf pdf]<br />
<br />
Shachar Mirkin, Jonathan Berant, Ido Dagan and Eyal Shnarch. 2010. Recognising Entailment within Discourse. COLING-10. [http://www.cs.biu.ac.il/~mirkins/publications/Mirkin-etal_COLING-2010.pdf pdf]<br />
<br />
Shachar Mirkin, Ido Dagan, Lili Kotlerman and Idan Szpektor. Classification-based Contextual Preferences. TextInfer 2011 [http://aclweb.org/anthology-new/W/W11/W11-2403.pdf]<br />
<br />
A. H. Moin, G. Neumann. 2012. Assisting Bug Triage in Large Open Source Projects Using Approximate String Matching. In Proceedings of the Seventh International Conference on Software Engineering Advances (ICSEA 2012).<br />
<br />
C. Monz and M. de Rijke. 2001. Light-Weight Entailment Checking for Computational Semantics, In: P. Blackburn and M. Kohlhase, editors, International workshop on Inference in Computational Semantics (ICoS-3).<br />
<br />
R. Nairn, C. Condoravdi, and L. Karttunen. 2006. Computing relative polarity for textual inference. International workshop on Inference in Computational Semantics (ICoS-5).<br />
<br />
Vivi Nastase, Carlo Strapparava. 2013. Bridging Languages through Etymology: The case of cross language text categorization. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. Negri, A. Marchetti, Y. Mehdad, L. Bentivogli, D. Giampiccolo. 2013. Semeval-2013 Task 8: Cross-lingual Textual Entailment for Content Synchronization. Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). [http://www.aclweb.org/anthology/S13-2005 pdf]<br />
<br />
M. Negri, A. Marchetti, Y. Mehdad, L. Bentivogli, D. Giampiccolo. 2012. Semeval-2012 Task 8: Cross-lingual Textual Entailment for Content Synchronization. *SEM 2012: The First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012). [http://www.aclweb.org/anthology/S12-1053 pdf]<br />
<br />
S. Pado, J. Utt. 2012. A Distributional Memory for German. In Proceedings of the KONVENS 2012 Workshop on recent developments and applications of lexical-semantic resources.<br />
<br />
S. Padó, J. Šnajder, B. Zeller. 2013. Derivational Smoothing for Syntactic Distributional Semantics. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
M. T. Pazienza, M. Pennacchiotti and F. M. Zanzotto . 2006. Discovering asymmetric entailment relations between verbs using selectional preferences. COLING-ACL 2006<br />
<br />
V. Pekar. 2006. Acquisition of Verb Entailment from Text. HLT-NAACL 2006<br />
<br />
A. Peñas, A. Rodrigo, F. Verdejo. 2006. SPARTE, a Test Suite for Recognising Textual Entailment in Spanish. Computational Linguistics and Intelligent Text Processing, CICLing 2006. LNCS 3878. 275-286<br />
<br />
R. Raina, A. Y. Ng, and C. Manning. 2005. Robust textual inference via learning and abductive reasoning. Twentieth National Conference on Artificial Intelligence (AAAI-05) <br />
<br />
M. Regneri, R. Wang. 2012. Using Discourse Information for Paraphrase Extraction. In Proceedings of the 2012 Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.<br />
<br />
L. Romano, M. Kouylekov, I. Szpektor, I. Dagan and A. Lavelli. 2006. Investigating a Generic Paraphrase-based Approach for Relation Extraction. EACL 2006. <br />
<br />
V. Rus, A. Graesser and K. Desai. 2005. Lexico-Syntactic Subsumption for Textual Entailment. RANLP 2005.<br />
<br />
B. Sacaleanu, G. Neumann. 2012. An Adaptive Framework for Named Entity Combination. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012).<br />
<br />
Mark Sammons, Vinod Vydiswaran, and Dan Roth. 2010. Ask not what Textual Entailment can do for you.... ACL-10 [http://l2r.cs.uiuc.edu/~danr/Papers/SammonsVyRo10.pdf pdf]<br />
<br />
E. Shnarch, I. Dagan, J. Goldberger. 2012. A Probabilistic Lexical Model for Ranking Textual Inferences. In Proceedings of *SEM 2012: The First Joint Conference on Lexical and Computational Semantics.<br />
<br />
E. Shnarch, E. Segal Halevi, J. Goldberger, I. Dagan. 2013. PLIS: a Probabilistic Lexical Inference System. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
R. Snow, L. Vanderwende and A. Menezes. 2006. Effectively Using Syntax for Recognizing False Entialment. HLT-NAACL 2006.<br />
<br />
A. Stern, R. Stern, I. Dagan, A. Felner. 2012. Efficient Search for Transformation-based Inference. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
A. Stern, I. Dagan. 2012. BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment. In Proceedings of the ACL 2012 System Demonstrations.<br />
<br />
I. Szpektor, I. Dagan, R. Bar-Haim and J. Goldberger. 2008. Contextual Preferences. ACL 2008<br />
<br />
M. Tatu and D. Moldovan. 2005. A Semantic Approach to Recognizing Textual Entailment. HLT-EMNLP 2005.<br />
<br />
M. Tatu and D. Moldovan. 2006. A Logic-based Semantic Approach to Recognizing Textual Entailment. COLING-ACL 2006 (poster). <br />
<br />
A. Volokh, G. Neumann. 2012. Extending Dependency Treebanks with Good Sentences. In Proceedings of KONVENS 2012.<br />
<br />
R. Wang, S. Li. 2012. Constructing a Question Corpus for Textual Semantic Relations. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012).<br />
<br />
Rui Wang and Günter Neumann. 2007. Recognizing Textual Entailment Using a Subsequence Kernel Method. AAAI-07.<br />
<br />
Rui Wang and Yajing Zhang. 2008. Recognizing Textual Entailment with Temporal Expressions in Natural Language Texts. In Proceedings of the IEEE International Workshop on Semantic Computing and Applications (IWSCA-2008).<br />
<br />
Rui Wang and Günter Neumann. 2009. An Accuracy-Oriented Divide-and-Conquer Strategy for Recognizing Textual Entailment. TAC 2008 Workshop - RTE-4.<br />
<br />
Rui Wang and Yi Zhang. 2009. Recognizing Textual Relatedness with Predicate-Argument Structures. EMNLP 2009.<br />
<br />
H. Weisman; J. Berant; I. Szpektor; I. Dagan. 2012. Learning Verb Inference Rules from Linguistically-Motivated Evidence. In Proceedings of the 2012 Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.<br />
<br />
F. M. Zanzotto and A. Moschitti. 2006. Automatic learning of textual entailments with cross-pair similarities. COLING-ACL 2006<br />
<br />
N. Zeichner, J. Berant, I. Dagan. 2012. Crowdsourcing Inference-Rule Evaluation. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012).<br />
<br />
Britta Zeller and Sebastian Padó. 2013. A Search Task Dataset for German Textual Entailment. In Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013).<br />
<br />
B. Zeller, J. Šnajder, S. Padó. 2013. DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria.<br />
<br />
Torsten Zesch, Omer Levy, Iryna Gurevych, Ido Dagan. 2013. UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis. In Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013).<br />
<br />
=== Journal papers ===<br />
<br />
I. Androutsopoulos and P. Malakasiotis. 2010. A Survey of Paraphrasing and Textual Entailment Methods. Journal of Artificial Intelligence Research, vol. 38, pp. 135-187. [http://www.jair.org/papers/paper2985.html]<br />
<br />
Ido Dagan, Bill Dolan, Bernardo Magnini and Dan Roth. 2009. Recognizing Textual Entailment: Rational, Evaluation and Approaches. Journal of Natural Language Engineering, vol. 15(4), pp. i-xvii.<br />
<br />
S. Pado, T.-G. Noh, A. Stern, R. Wang, R. Zanoli. forthcoming. Design and Realization of a Modular Architecture for Textual Entailment. Journal of Natural Language Engineering. Accepted for publication.<br />
<br />
=== Books ===<br />
<br />
Ido Dagan, Dan Roth, Mark Sammons and Fabio Massimo Zanzotto. 2013. Recognizing Textual Entailment: Models and Applications. Morgan & Claypool. [http://www.morganclaypool.com/doi/abs/10.2200/S00509ED1V01Y201305HLT023]<br />
<br />
[[Category:Textual Entailment Portal]]</div>Roybarhaim