🧑‍🔬 Reut Tsarfaty — all works

46 works · ← Reut Tsarfaty

1. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.English · 1,742 citations
2. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.Mova's core list · 531 citations
3. Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesWorkshop on Statistical Parsing of Morphologically-Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 245 citations
4. Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and WhitherNAACL HLT Workshop on Statistical Parsing of Morphologically-Rich LanguagesReut Tsarfaty, Djamé Seddah, Yoav Goldberg, et al.2010 · 158 citations
5. Multilingual Instruction Tuning With Just a Pinch of MultilingualityFindings of the Association for Computational LinguisticsUri Shaham, Jonathan Herzig, Roee Aharoni, et al.2024 · 78 citations
6. QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and BaselinesConference on Empirical Methods in Natural Language Processing (EMNLP)Valentina Pyatkin, Ayal Klein, Reut Tsarfaty, et al.2020 · 78 citations
7. Integrated Morphological and Syntactic Disambiguation for Modern HebrewReut TsarfatyModern Hebrew · 67 citations
8. Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern HebrewAmir More, Amit Seker, Victoria Basmova, et al.Modern Hebrew · 60 citations
9. AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence LevelAmit Seker, Elron Bandel, Dan Bareket, et al.Modern Hebrew · 57 citations
10. AlephBERT: A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application WithAmit Seker, Elron Bandel, Dan Bareket, et al.Modern Hebrew · 57 citations
11. What's Wrong with Hebrew NLP? And How to Make it RightReut Tsarfaty, Shoval Sadde, Stav Klein, et al.Ancient Hebrew · 50 citations
12. Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation EvaluationReut Tsarfaty, Joakim Nivre, Evelina AnderssonEnglish · 46 citations
13. Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern HebrewAdam Amram, Anat Ben David, Reut TsarfatyModern Hebrew · 40 citations
14. Neural Modeling for Named Entities and Morphology (NEMO2)Dan Bareket, Reut TsarfatyModern Hebrew · 33 citations
15. The Hebrew Universal Dependency Treebank: Past, Present and FutureShoval Sade, Amit Seker, Reut TsarfatyModern Hebrew · 32 citations
16. Large Pre-Trained Models with Extra-Large Vocabularies: A Contrastive Analysis of Hebrew BERT Models and a New One to Outperform Them AllEylon Gueta, Avi Shmidman, Shaltiel Shmidman, et al.Ancient Hebrew · 28 citations
17. Text-based NP EnrichmentTransactions of the Association for Computational Linguistics (TACL)Yanai Elazar, Victoria Basmov, Yoav Goldberg, et al.2022 · 23 citations
18. Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew CliticsReut Tsarfaty, Yoav GoldbergModern Hebrew · 23 citations
19. A Pointer Network Architecture for Joint Morphological Segmentation and TaggingAmit Seker, Reut TsarfatyModern Hebrew · 22 citations
20. Draw Me a Flower: Processing and Grounding Abstraction in Natural LanguageTransactions of the Association for Computational Linguistics (TACL)Royi Lachmy, Valentina Pyatkin, Avshalom Manevich, et al.2022 · 21 citations
21. Breaking Character: Are Subwords Good Enough for MRLs After All? ↗arXiv (Cornell University) · no summary yetOmri Keren et al.2022 · 21 citations
22. The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language ProcessingValentina Pyatkin, Shoval Sadde, Aynat Rubinstein, et al.English · 21 citations
23. Modeling Morphosyntactic Agreement in Constituency-Based Parsing of Modern HebrewReut Tsarfaty, Khalil Sima'anModern Hebrew · 21 citations
24. pyBART: Evidence-based Syntactic Transformations for IEAryeh Tiktinsky, Yoav Goldberg, Reut TsarfatyEnglish · 20 citations
25. Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task DesignTransactions of the Association for Computational Linguistics (TACL)Valentina Pyatkin, Frances Yung, Merel C. J. Scholman, et al.2023 · 19 citations
26. HeQ: a Large and Diverse Hebrew Reading Comprehension BenchmarkAmir DN Cohen, Hilla Merhav, Yoav Goldberg, et al.Modern Hebrew · 13 citations
27. Design Choices in Crowdsourcing Discourse Relation Annotations: The Effect of Worker Selection and TrainingLanguage Resources and Evaluation Conference (LREC)Merel Scholman, Valentina Pyatkin, Frances Yung, et al.2022 · 11 citations
28. Morphology Without Borders: Clause-Level MorphologyTransactions of the Association for Computational Linguistics (TACL)Omer Goldman, Reut Tsarfaty2022 · 11 citations
29. Multilingual Sequence-to-Sequence Models for Hebrew NLPMatan Eyal, Hila Noga, Roee Aharoni, et al.Modern Hebrew · 9 citations
30. Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared TaskAmit Seker, Amir More, Reut TsarfatyModern Hebrew · 9 citations
31. MRL Parsing Without Tears: The Case of HebrewShaltiel Shmidman, Avi Shmidman, Moshe Koppel, et al.Ancient Hebrew · 8 citations
32. A Truly Joint Neural Architecture for Segmentation and ParsingDanit Yshaayahu Levi, Reut TsarfatyModern Hebrew · 7 citations
33. HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewTzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai, et al.Modern Hebrew · 7 citations
34. Explicit Morphological Knowledge Improves Pre-training of Language Models for HebrewEylon Gueta, Omer Goldman, Reut TsarfatyModern Hebrew · 7 citations
35. A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics RestorationAvi Shmidman, Joshua Guedalia, Shaltiel Shmidman, et al.Ancient Hebrew · 6 citations
36. MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of DocumentsTransactions of the Association for Computational Linguistics (TACL)Tomer Wolfson, Harsh Trivedi, Mor Geva, et al.2026 · 5 citations
37. Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses?Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, et al.Ancient Hebrew · 5 citations
38. HeGeL: A Novel Dataset for Geo-Location from Hebrew TextTzuf Paz-Argaman, Tal Bauman, Itai Mondshine, et al.Modern Hebrew · 4 citations
39. Universal Dependencies v1: A Multilingual Treebank Collection ↗UTUPub (University of Turku) · no summary yetRyan McDonald et al.2022 · 4 citations
40. Universal Joint Morph-Syntactic Processing: The Open University of Israel's Submission to The CoNLL 2017 Shared TaskAmir More, Reut TsarfatyModern Hebrew · 1 citation
41. Book Review: Design Patterns in Fluid Construction Grammar edited by Luc SteelsComputational LinguisticsNathan Schneider, Reut Tsarfaty2013 · 1 citation
42. Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex TextRefael Shaked Greenfeld, Reut TsarfatyModern Hebrew
43. From Benchmarks to Skills: Low-Rank Factors for LLM EvaluationTransactions of the Association for Computational Linguistics (TACL)Aviya Maimon, Amir David Nisan Cohen, Gal Vishne, et al.2026
44. MameLoshnLM: Yiddish Language Model and Evaluation BenchmarkarXiv:2608.05850 · Proceedings of the Third Conference on Language Modeling (COLM 2026), 2026Uri Katz, Omer Goldman, Tomasz Limisiewicz, et al.2026
45. HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewItai Mondshine, Tzuf Paz-Argaman, Asaf Achi Mordechai, et al.Modern Hebrew
46. The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility AssessmentBen Hagag, Reut TsarfatyModern Hebrew

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