Eyal Shnarch  Eyal Shnarch photo         

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Research Staff Member
Natural Language Processing


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More information:  my homepage at Bar Ilan University


Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining
Eyal Shnarch, Carlos Alzate, Lena Dankin, Martin Gleize, Yufang Hou, Leshem Choshen, Ranit Aharonov and Noam Slonim
ACL, 2018

Semantic Relatedness of Wikipedia Concepts - Benchmark Data and a Working Solution
Liat Ein Dor, Alon Halfon, Yoav Kantor, Ran Levy, Yosi Mass, Ruty Rinot, Eyal Shnarch, and Noam Slonim
Proceedings of the 11th Edition of the Language Resources and Evaluation Conference (LREC), 2018


GrASP: Rich Patterns for Argumentation Mining
Eyal Shnarch, Ran Levy, Vikas Raykar, Noam Slonim
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, pp. 1345--1350, Association for Computational Linguistics


Probabilistic Models for Lexical Inference
Shnarch, Eyal
2013 - u.cs.biu.ac.il, Bar Ilan University
PhD thesis

PLIS: a Probabilistic Lexical Inference System.
Shnarch, Eyal and Segal-haLevi, Erel and Goldberger, Jacob and Dagan, Ido
ACL (Conference System Demonstrations), pp. 97--102, 2013


A Probabilistic Lexical Model for Ranking Textual Inferences
Eyal Shnarch, Ido Dagan, Jacob Goldberger
*SEM (Joint Conference on Lexical and Computational Semantics), 2012


Knowledge and tree-edits in learnable entailment proofs
Asher Stern, Amnon Lotan, Shachar Mirkin, Eyal Shnarch, Lili Kotlerman, Jonathan Berant, Ido Dagan
TAC, Gathersburg, MD, 2011

A Probabilistic Modeling Framework for Lexical Entailment
Eyal Shnarch, Jacob Goldberger, Ido Dagan
ACL, 2011

Towards a Probabilistic Model for Lexical Entailment
Eyal Shnarch, Jacob Goldberger, Ido Dagan
TextInfer, 2011


Rule Chaining and Approximate Match in textual inference.
Stern, Asher and Shnarch, Eyal and Mirkin, Shachar and Kotlerman, Lili and Zeichner, Naomi and Dagan, Ido and Lotan, Amnon and Berant, Jonathan
TAC, 2010

Recognising entailment within discourse
Shachar Mirkin, Jonathan Berant, Ido Dagan, Eyal Shnarch
Proceedings of the 23rd International Conference on Computational Linguistics, pp. 770--778, 2010


Efficient smantic deduction and approximate matching over compact parse forests
Bar Haim, Roy and Berant, Jonathan and Dagan, Ido and Greental, Iddo and Mirkin, Shachar and Shnarch, Eyal and Szpektor, Idan
2009 - academia.edu

Extracting Lexical Reference Rules from Wikipedia
Eyal Shnarch, Libby Barak, Ido Dagan
ACL, 2009

Evaluating the inferential utility of lexical-semantic resources
Shachar Mirkin, Ido Dagan, Eyal Shnarch
Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics, pp. 558--566, 2009

Text Categorization from Category Name via Lexical Reference
Libby Barak, Ido Dagan, Eyal Shnarch
NAACL, 2009

Addressing Discourse and Document Structure in the RTE Search Task.
Mirkin, Shachar and Bar-Haim, Roy and Dagan, Ido and Shnarch, Eyal and Stern, Asher and Szpektor, Idan and Berant, Jonathan
TAC, 2009


Lexical entailment and its extraction from Wikipedia
Shnarch, Eyal
Ph.D. Thesis, 2008

Natural Language as the Basis for Meaning Representation and Inference
Ido Dagan, Roy Bar-Haim, Idan Szpektor, Iddo Greental, and Eyal Shnarch


Semantic Inference at the Lexical-Syntactic Level
Roy Bar-Haim, Ido Dagan, Iddo Greental and Eyal Shnarch
AAAI, 2007

Instance-based Evaluation of Entailment Rule Acquisition
Idan Szpektor, Eyal Shnarch and Ido Dagan
ACL, 2007


Lexical Reference: a Semantic Matching Subtask
Oren Glickman, Ido Dagan, Eyal Shnarch
EMNLP, 2006