Reut Tsarfaty

Most-cited papers

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Gheorghe Comanici, E. Bieber, Mike Schaekermann, Ice Pasupat +496 more
2025arXiv.org4,448 citations
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Universal Dependencies v1: A Multilingual Treebank Collection
Joakim Nivre, Marie-Catherine de Marneffe, F. Ginter, Yoav Goldberg +8 more
2016International Conference on Language Resources and Evaluation1,527 citations Open access
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Evaluating Models’ Local Decision Boundaries via Contrast Sets
Matt Gardner, Yoav Artzi, Victoria Basmov, Jonathan Berant +22 more
2020Findings548 citations Open access
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Universal Dependencies 2.1
Daniel Zeman, Joakim Nivre, Mitchell Abrams, Elia Ackermann +411 more
2017428 citations
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Universal Dependencies 1.4
Joakim Nivre, Zeljko Agic, Lars Ahrenberg, M. J. Aranzabe +116 more
2015108 citations
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Multilingual Instruction Tuning With Just a Pinch of Multilinguality
Uri Shaham, Jonathan Herzig, Roee Aharoni, I. Szpektor +2 more
2024Annual Meeting of the Association for Computational Linguistics95 citations
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Evaluating NLP Models via Contrast Sets
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant +22 more
2020arXiv.org86 citations
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Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance
Omer Goldman, Avi Caciularu, Matan Eyal, Kris Cao +2 more
2024Annual Meeting of the Association for Computational Linguistics80 citations
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Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology?
Stav Klein, Reut Tsarfaty
2020Special Interest Group on Computational Morphology and Phonology Workshop71 citations Open access
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Universal Dependencies 2.0 – CoNLL 2017 Shared Task Development and Test Data
Joakim Nivre, Zeljko Agic, Lars Ahrenberg, Lene Antonsen +186 more
201767 citations
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AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level
Amit Seker, Elron Bandel, Dan Bareket, I. Brusilovsky +2 more
2022Annual Meeting of the Association for Computational Linguistics62 citations Open access
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QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines
Valentina Pyatkin, Ayal Klein, Reut Tsarfaty, I. Dagan
2020Conference on Empirical Methods in Natural Language Processing60 citations Open access
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AlephBERT: A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With
Amit Seker, Elron Bandel, Dan Bareket, I. Brusilovsky +2 more
2021arXiv.org58 citations
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Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew
A. More, Amit Seker, Victoria Basmova, Reut Tsarfaty
2019Transactions of the Association for Computational Linguistics48 citations Open access
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From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)?
Reut Tsarfaty, Dan Bareket, Stav Klein, Amit Seker
2020Annual Meeting of the Association for Computational Linguistics44 citations Open access
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Neural Modeling for Named Entities and Morphology (NEMO2)
Dan Bareket, Reut Tsarfaty
2020Transactions of the Association for Computational Linguistics43 citations Open access
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What’s Wrong with Hebrew NLP? And How to Make it Right
Reut Tsarfaty, Shoval Sadde, Stav Klein, Amit Seker
2019Conference on Empirical Methods in Natural Language Processing42 citations Open access
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Asking It All: Generating Contextualized Questions for any Semantic Role
Valentina Pyatkin, Paul Roit, Julian Michael, Yoav Goldberg +2 more
2021Conference on Empirical Methods in Natural Language Processing39 citations Open access
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Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew
Adam Amram, Anat Ben-David, Reut Tsarfaty
2018International Conference on Computational Linguistics36 citations
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Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD)
Avshalom Manevich, Reut Tsarfaty
2024Annual Meeting of the Association for Computational Linguistics35 citations
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SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection
Omer Goldman, Khuyagbaatar Batsuren, Salam Khalifa, Aryaman Arora +3 more
2023Special Interest Group on Computational Morphology and Phonology Workshop35 citations Open access
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(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models’ Performance
Omer Goldman, David Guriel, Reut Tsarfaty
2021Annual Meeting of the Association for Computational Linguistics35 citations Open access
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ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization
Tzuf Paz-Argaman, Reut Tsarfaty, Gal Chechik, Y. Atzmon
2020Findings35 citations Open access
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Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs
Itai Mondshine, Tzuf Paz-Argaman, Reut Tsarfaty
2025North American Chapter of the Association for Computational Linguistics34 citations
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ECLeKTic: a Novel Challenge Set for Evaluation of Cross-Lingual Knowledge Transfer
Omer Goldman, Uri Shaham, Dan Malkin, Sivan Eiger +10 more
2025arXiv.org32 citations
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Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
Omer Goldman, Alon Jacovi, Aviv Slobodkin, A. Maimon +2 more
2024Conference on Empirical Methods in Natural Language Processing32 citations
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Large Pre-Trained Models with Extra-Large Vocabularies: A Contrastive Analysis of Hebrew BERT Models and a New One to Outperform Them All
Eylon Guetta, Avi Shmidman, Shaltiel Shmidman, C. Shmidman +5 more
2022arXiv.org28 citations Open access
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MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents
Tomer Wolfson, H. Trivedi, Mor Geva, Yoav Goldberg +4 more
2025Transactions of the Association for Computational Linguistics27 citations
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The Hebrew Universal Dependency Treebank: Past Present and Future
Shoval Sade, Amit Seker, Reut Tsarfaty
2018UDW@EMNLP27 citations Open access
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Data-Driven Morphological Analysis and Disambiguation for Morphologically Rich Languages and Universal Dependencies
A. More, Reut Tsarfaty
2016International Conference on Computational Linguistics27 citations
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Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching
Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more
202126 citations Open access
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The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing
Valentina Pyatkin, Shoval Sadde, A. Rubinstein, P. Portner +1 more
2021Annual Meeting of the Association for Computational Linguistics26 citations Open access
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Draw Me a Flower: Processing and Grounding Abstraction in Natural Language
R. Lachmy, Valentina Pyatkin, Avshalom Manevich, Reut Tsarfaty
2021Transactions of the Association for Computational Linguistics25 citations Open access
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Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications?
Yotam Intrator, Matan Halfon, Roman Goldenberg, Reut Tsarfaty +4 more
2024North American Chapter of the Association for Computational Linguistics23 citations
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Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design
Valentina Pyatkin, Frances Yung, M. Scholman, Reut Tsarfaty +2 more
2023Transactions of the Association for Computational Linguistics23 citations Open access
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CoNLL-UL: Universal Morphological Lattices for Universal Dependency Parsing
A. More, Özlem Çetinoğlu, Çagri Çöltekin, Nizar Habash +4 more
2018International Conference on Language Resources and Evaluation23 citations Open access
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RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation
Tzuf Paz-Argaman, Reut Tsarfaty
2019Conference on Empirical Methods in Natural Language Processing21 citations Open access
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LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements
Victoria Basmov, Yoav Goldberg, Reut Tsarfaty
2024arXiv.org19 citations
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Breaking Character: Are Subwords Good Enough for MRLs After All?
Omri Keren, Tal Avinari, Reut Tsarfaty, Omer Levy
2022arXiv.org19 citations Open access
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A Pointer Network Architecture for Joint Morphological Segmentation and Tagging
Amit Seker, Reut Tsarfaty
2020Findings17 citations Open access
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HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark
Amir D. N. Cohen, Hilla Merhav, Yoav Goldberg, Reut Tsarfaty
2025Conference on Empirical Methods in Natural Language Processing16 citations Open access
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CoheSentia: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts
A. Maimon, Reut Tsarfaty
2023Conference on Empirical Methods in Natural Language Processing15 citations
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Text-based NP Enrichment
Yanai Elazar, Victoria Basmov, Yoav Goldberg, Reut Tsarfaty
2021Transactions of the Association for Computational Linguistics14 citations Open access
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pyBART: Evidence-based Syntactic Transformations for IE
Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty
2020Annual Meeting of the Association for Computational Linguistics13 citations Open access
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“Um…, it’s really difficult to… um… speak fluently”: Neural tracking of spontaneous speech
Galit Agmon, Manuela Jaeger, Reut Tsarfaty, M. Bleichner +1 more
2023bioRxiv12 citations Open access
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Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG)
Tomer Cagan, S. Frank, Reut Tsarfaty
2017Annual Meeting of the Association for Computational Linguistics12 citations Open access
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Simple Linguistic Inferences of Large Language Models (LLMs): Blind Spots and Blinds
Victoria Basmov, Yoav Goldberg, Reut Tsarfaty
202310 citations
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Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study
David Guriel, Omer Goldman, Reut Tsarfaty
2022Annual Meeting of the Association for Computational Linguistics10 citations Open access
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MRL Parsing Without Tears: The Case of Hebrew
Shaltiel Shmidman, Avi Shmidman, Moshe Koppel, Reut Tsarfaty
2024Annual Meeting of the Association for Computational Linguistics9 citations
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A Novel Computational and Modeling Foundation for Automatic Coherence Assessment
A. Maimon, Reut Tsarfaty
2023North American Chapter of the Association for Computational Linguistics9 citations Open access
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