Eyal Shnarch

Principal Researcher, CS, International Business Machines

Joined

July 2019

Names

Eyal Shnarch

Emails

****@il.ibm.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

CS, International Business Machines (ibm.com)

2014 – Present

PhD student

Bar Ilan University, Technion (biu.ac.il)

2008 – 2013

MS student

Bar Ilan University, Technion (biu.ac.il)

2005 – 2008

Advisors, Relations & Conflicts

PhD Advisor

Jacob Goldberger

2009 – 2013

PhD Advisor

Ido Dagan

2005 – 2013

Expertise

efficient evaluation

2023 – Present

RAG

2021 – Present

low resources learning

2019 – 2022

argument mining

2014 – 2019

lexical semantics

textual entailment

2005 – 2013

Publications

Guided Query Refinement: Multimodal Hybrid Retrieval with Test-Time Optimization
Omri Uzan, Asaf Yehudai, roi pony, Eyal Shnarch, Ariel Gera
- ICLR 2026 Poster
- Readers: Everyone
Benchmark Agreement Testing Done Right: A Guide for LLM Benchmark Evaluation
Yotam Perlitz, Ariel Gera, Ofir Arviv, Asaf Yehudai, Elron Bandel, Eyal Shnarch, Michal Shmueli-Scheuer, Leshem Choshen
- NeurIPS 2025 LLM Evaluation Workshop Poster
- Readers: Everyone
Achieving Human Parity in Content-Grounded Datasets Generation
Asaf Yehudai, Boaz Carmeli, Yosi Mass, Ofir Arviv, Nathaniel Mills, Eyal Shnarch, Leshem Choshen
- ICLR 2024 poster
- Readers: Everyone
Cluster & Tune: Enhance BERT Performance in Low Resource Text Classification
Eyal Shnarch, Ariel Gera, Alon Halfon, Lena Dankin, Leshem Choshen, Ranit Aharonov, Noam Slonim
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
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, Noam Slonim
- 2018 (modified: 16 Jul 2019)
- ACL (2) 2018
- Readers: Everyone
GRASP: Rich Patterns for Argumentation Mining
Eyal Shnarch, Ran Levy, Vikas C. Raykar, Noam Slonim
- 2017 (modified: 16 Jul 2019)
- EMNLP 2017
- Readers: Everyone
PLIS: a Probabilistic Lexical Inference System
Eyal Shnarch, Erel Segal-haLevi, Jacob Goldberger, Ido Dagan
- 2013 (modified: 16 Jul 2019)
- ACL (Conference System Demonstrations) 2013
- Readers: Everyone
A Probabilistic Modeling Framework for Lexical Entailment
Eyal Shnarch, Jacob Goldberger, Ido Dagan
- 2011 (modified: 13 Nov 2022)
- ACL (Short Papers) 2011
- Readers: Everyone
Towards a Probabilistic Model for Lexical Entailment
Eyal Shnarch, Jacob Goldberger, Ido Dagan
- 2011 (modified: 16 Jul 2019)
- TextInfer@EMNLP 2011
- Readers: Everyone
Extracting Lexical Reference Rules from Wikipedia
Eyal Shnarch, Libby Barak, Ido Dagan
- 2009 (modified: 13 Nov 2022)
- ACL/IJCNLP 2009
- Readers: Everyone

View all 14 publications

Co-Authors

View all 29 co-authors