Publications
2017
Luisa Bentivogli, Ido Dagan, Bernardo Magnini.
The Recognizing Textual Entailment Challenges: Datasets and Methodologies.
In Nancy Ide, James Pustejovsky (eds), Handbook of Linguistic Annotation, Springer Verlag, 2017, pages 1119-1147.
2016
Roberto Zanoli, Silvia Colombo.
A Transformation-driven Approach for Recognizing Textual Entailment.
Journal of Natural Language Engineering, 2016.
2015
Lili Kotlerman, Ido Dagan, Bernardo Magnini, Luisa Bentivogli.
Journal of Natural Language Engineering, Special Issue on Graphs for NLP, 2015.
Tae-Gil Noh, Sebastian Padó, Vered Shwartz, Ido Dagan, Vivi Nastase, Kathrin Eichler, Lili Kotlerman, Meni Adler.
Multi-Level Alignments As An Extensible Representation Basis for Textual Entailment Algorithms.
In Proceedings of STARSEM 2015, June 2015.
Oren Melamud, Ido Dagan, Jacob Goldberger.
Modeling Word Meaning in Context with Substitute Vectors.
In Proceedings of NAACL 2015, June 2015.
2014
Luisa Bentivogli, Bernardo Magnini.
An Italian Dataset of Textual Entailment Graphs for Text Exploration of Customer Interactions.
In Proceedings of the first Italian Computational Linguistics Conference (CLiC-it 2014), Pisa, Italy, December 2014.
Simone Magnolini, Bernardo Magnini.
Estimating Lexical Resources Impact in Text-to-Text Inference Tasks.
In Proceedings of the first Italian Computational Linguistics Conference (CLiC-it 2014), Pisa, Italy, December 2014.
Alberto Lavelli.
A Preliminary Comparison of State-of-the-art Dependency Parsers on the Italian Stanford Dependency Treebank.
In Proceedings of the first Italian Computational Linguistics Conference (CLiC-it 2014), Pisa, Italy, December 2014.
Alberto Lavelli.
Comparing State-of-the-art Dependency Parsers for the EVALITA 2014 Dependency Parsing task.
In Proceedings of EVALITA 2014, Pisa, Italy, December 2014.
Omer Levy and Yoav Goldberg.
Neural Word Embeddings as Implicit Matrix Factorization.
In Proceedings of NIPS 2014, December 2014.
T.-G. Noh and S. Pado.
A Language Model Sensitive to Discourse Context.
In Proceedings of KONVENS 2014, Hildesheim, Germany, October 2014.
B. Zeller, S. Pado, J. Šnajder.
Towards Semantic Validation of a Derivational Lexicon.
In Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014), Dublin, Ireland, August 2014.
K. Eichler, A. Gabryszak and G. Neumann.
An analysis of textual inference in German customer emails.
In Proceedings of the Third Joint Conference on Lexical and Computational Semantics (*SEM 2014). Dublin, Ireland, August 2014.
Asher Stern and Ido Dagan.
Recognizing Implied Predicate-Argument Relationships in Textual Inference.
In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014) - Short Papers, Baltimore, Maryland, June 2014.
Omer Levy and Yoav Goldberg.
Dependency-Based Word Embeddings.
In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014) - Short Papers, Baltimore, Maryland, June 2014.
B. Magnini, R. Zanoli, I. Dagan, K. Eichler, G. Neumann, T.-G. Noh, S. Pado, A. Stern, O. Levy.
The EXCITEMENT Open Platform for Textual Inferences.
In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, Maryland, June 2014.
Torsten Zesch and Oren Melamud.
Automatic Generation of Challenging Distractors Using Context-Sensitive Inference Rules.
In Proceedings of the 9th Workshop on Innovative Use of NLP for Building Educational Applications (BEA), 2014.
Gabriel Stanovsky, Jessica Ficler, Ido Dagan and Yoav Goldberg.
Intermediary Semantic Representation Through Proposition Structures.
In Proceedings of the ACL workshop on Semantic Parsing, June 2014.
Oren Melamud, Ido Dagan, Jacob Goldberger, Idan Szpektor and Deniz Yuret.
Probabilistic Modeling of Joint-context in Distributional Similarity.
In Proceedings of CoNLL, June 2014.
Omer Levy and Yoav Goldberg.
Linguistic Regularities in Sparse and Explicit Word Representations.
In Proceedings of CoNLL, June 2014.
Omer Levy, Ido Dagan, and Jacob Goldberger.
Focused Entailment Graphs for Open IE Propositions.
In Proceedings of CoNLL, June 2014.
J. Utt and S. Pado.
Crosslingual and multilingual construction of syntax- based vector space models.
Transactions of the Association of Computational Linguistics, volume 2, 2014.
Alejandro Figueroa and Günter Neumann.
Category-specific models for ranking effective paraphrases in community Question Answering.
Expert Systems With Applications, Volume 41, Issue 10, August 2014, Pages 4730–4742.
S. Pado, T.-G. Noh, A. Stern, R. Wang, R. Zanoli.
Design and Realization of a Modular Architecture for Textual Entailment.
Journal of Natural Language Engineering, 2014, Cambridge University Press.
2013
Elena Cabrio and Bernardo Magnini.
Decomposing Semantic Inferences.
LILT - Linguistic Issues in Language Technology, Special issue on Semantic Inferences, volume 9, CSLI Publications.
Asher Stern and Ido Dagan.
The BIUTEE Research Platform for Transformation-based Textual Entailment Recognition.
LILT - Linguistic Issues in Language Technology, Special issue on Semantic Inferences, volume 9, CSLI Publications.
Bernardo Magnini, Marco Baroni, Marcello Federico and Roberto Navigli.
Recent Advancements in Human Language Technology in Italy.
Intelligenza Artificiale, volume 7, number 2, 2013, IOS Press.
Tae-Gil Noh, Sebastian Padó
Using UIMA to Structure An Open Platform for Textual Entailment.
In Proceedings of the 3rd Workshop on Unstructured Information Management Architecture (UIMA@GSCL 2013), Darmstadt, Germany, September 23, 2013.
Vivi Nastase, Carlo Strapparava
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, August 2013.
Lili Kotlerman, Nitin Madnani, Aoife Cahill
ParaQuery: Making Sense of Paraphrase Collections.
In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria, August 2013.
Eyal Shnarch, Erel Segal Halevi, Jacob Goldberger, Ido Dagan
PLIS: a Probabilistic Lexical Inference System.
In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013): System Demonstrations, pages 97-102. Sofia, Bulgaria, August 2013.
Omer Levy, Torsten Zesch, Ido Dagan, Iryna Gurevych
Recognizing Partial Textual Entailment.
In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria, August 2013.
Oren Melamud, Ido Dagan, Jacob Goldberger, Idan Szpektor
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, August 2013.
Oren Melamud, Jonathan Berant, Ido Dagan, Jacob Goldberger, and Idan Szpektor
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, August 2013.
Sebastian Padó and Jan Šnajder and Britta Zeller
Derivational Smoothing for Syntactic Distributional Semantics.
In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Sofia, Bulgaria, August 2013.
B. Zeller and J. Šnajder and S. Pado
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, August 2013.
Ido Dagan, Dan Roth, Mark Sammons, and Fabio Massimo Zanzotto
Recognizing Textual Entailment: Models and Applications.
Morgan & Claypool Publishers, July 2013.
Torsten Zesch, Omer Levy, Iryna Gurevych, Ido Dagan
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), Atlanta, Georgia, June 2013.
Amnon Lotan, Asher Stern, Ido Dagan
TruthTeller: Annotating Predicate Truth.
In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, short paper, pages 727-757. Atlanta, Georgia, June 2013.
Britta Zeller and Sebastian Padó
A Search Task Dataset for German Textual Entailment.
In Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013), Potsdam, Germany, March 2013.
2012
Amir H. Moin and Guenter Neumann
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). Lisbon, Portugal, November 2012.
Alexander Volokh and Günter Neumann
Extending Dependency Treebanks with Good Sentences
In Proceedings of KONVENS 2012. Vienna, Austria, September 2012.
P. S. Feizabadi, S. Pado.
Automatic Identification of Motion Verbs in WordNet and FrameNet for Locational Inference
In Proceedings of KONVENS 2012. Vienna, Austria, September 2012.
S. Gorzitze, S. Pado
Corpus-based Acquisition of German Event- and Object-Denoting Nouns
In Proceedings of KONVENS 2012. Vienna, Austria, September 2012.
S. Pado, J. Utt
A Distributional Memory for German
In Proceedings of the KONVENS 2012 Workshop on recent developments and applications of lexical-semantic resources. Vienna, Austria, September 2012.
Jonathan Berant; Ido Dagan; Meni Adler; Jacob Goldberger
Efficient Tree-based Approximation for Entailment Graph Learning
In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012), Jeju, Korea, July 2012.
Asher Stern; Roni Stern; Ido Dagan; Ariel Felner
Efficient Search for Transformation-based Inference
In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012), Jeju, Korea, July 2012.
Naomi Zeichner; Jonathan Berant; Ido Dagan.
Crowdsourcing Inference-Rule Evaluation.
In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012), Jeju, Korea, July 2012.
Asher Stern; Ido Dagan.
BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment.
In Proceedings of the ACL 2012 System Demonstrations, Jeju, Korea, July 2012.
Meni Adler; Jonathan Berant; Ido Dagan.
Entailment-based Text Exploration with Application to the Health-care Domain.
In Proceedings of the ACL 2012 System Demonstrations, Jeju, Korea, July 2012.
Elena Cabrio, Bernardo Magnini, Angelina Ivanova.
Extracting Context-Rich Entailment Rules from Wikipedia Revision History.
In Proceedings of the ACL 2012 Workshop on People’s Web meets NLP, Jeju, Korea, July 2012.
Michaela Regneri, Rui Wang.
Using Discourse Information for Paraphrase Extraction.
In Proceedings of the 2012 Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Jeju, Korea, July 2012.
Hila Weisman; Jonathan Berant; Idan Szpektor; Ido Dagan.
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, Jeju, Korea, July 2012.
Ezra Daya, Eyal Hurvitz, Moshe Wasserblat, Bernardo Magnini, Günter Neumann, Sebastian Pado, Gabriele Fidanza, Giorgio Gianforme, Matthias Meisdrock, Ido Dagan.
Excitement - EXploring Customer Interactions through Textual EntailMENT.
In Proceedings of AVIOS 2012, Tel-Aviv, Israel, June 2012.
Eyal Shnarch, Ido Dagan, Jacob Goldberger
A Probabilistic Lexical Model for Ranking Textual Inferences.
In Proceedings of *SEM 2012: The First Joint Conference on Lexical and Computational Semantics, Montreal, Canada, June 2012.
Lili Kotlerman; Ido Dagan; Maya Gorodetsky; Ezra Daya.
Sentence Clustering via Projection over Term Clusters.
In Proceedings of *SEM 2012: The First Joint Conference on Lexical and Computational Semantics, Montreal, Canada, June 2012.
Bogdan Sacaleanu, Günter Neumann.
An Adaptive Framework for Named Entity Combination.
In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012), Istanbul, Turkey, May 2012.
Rui Wang, Shuguang Li.
Constructing a Question Corpus for Textual Semantic Relations.
In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC 2012), Istanbul, Turkey, May 2012.