Participants in Action: The Interplay of Aspectual Meanings and Thematic Relations in the Semantics of Semitic Morphology. - Reut Tsarfaty (TbiLLC, 2005)

Integrated Morphological and Syntactic Disambiguation for Modern Hebrew. - Reut Tsarfaty (ACL, 2006)

Three-Dimensional Parametrization for Parsing Morphologically Rich Languages. - Reut Tsarfaty; Khalil Sima'an (IWPT, 2007)

Accurate Unlexicalized Parsing for Modern Hebrew. - Reut Tsarfaty; Khalil Sima'an (TSD, 2007)

A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing. - Yoav Goldberg; Reut Tsarfaty (ACL, 2008)

Relational-Realizational Parsing. - Reut Tsarfaty; Khalil Sima'an (COLING, 2008)

Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew Clitics. - Reut Tsarfaty; Yoav Goldberg (LREC, 2008)

Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities. - Yoav Goldberg; Reut Tsarfaty; Meni Adler; Michael Elhadad (EACL, 2009)

An Alternative to Head-Driven Approaches for Parsing a (Relatively) Free Word-Order Language. - Reut Tsarfaty; Khalil Sima'an; Remko Scha (EMNLP, 2009)

Modeling Morphosyntactic Agreement in Constituency-Based Parsing of Modern Hebrew. - Reut Tsarfaty; Khalil Sima'an (SPMRL@NAACL-HLT, 2010)

Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and Whither. - Reut Tsarfaty; Djamé Seddah; Yoav Goldberg; Sandra Kübler; Yannick Versley; Marie Candito; Jennifer Foster; Ines Rehbein; Lamia Tounsi (SPMRL@NAACL-HLT, 2010)

Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation. - Reut Tsarfaty; Joakim Nivre; Evelina Andersson (EMNLP, 2011)

Joint Evaluation of Morphological Segmentation and Syntactic Parsing. - Reut Tsarfaty; Joakim Nivre; Evelina Andersson (ACL (2), 2012)

Cross-Framework Evaluation for Statistical Parsing. - Reut Tsarfaty; Joakim Nivre; Evelina Andersson (EACL, 2012)

Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages. - Djamé Seddah; Reut Tsarfaty; Sandra Kübler; Marie Candito; Jinho D. Choi; Richárd Farkas; Jennifer Foster; Iakes Goenaga; Koldo Gojenola Galletebeitia; Yoav Goldberg; Spence Green; Nizar Habash; et al. (SPMRL@EMNLP, 2013)

A Unified Morpho-Syntactic Scheme of Stanford Dependencies. - Reut Tsarfaty (ACL (2), 2013)

Design Patterns in Fluid Construction Grammar Luc Steels (editor) Universitat Pompeu Fabra and Sony Computer Science Laboratory, Paris Amsterdam: John Benjamins Publishing Company (Constructional Approaches to Language series, edited by Mirjam Fried and Jan-Ola Östman, volume 11), 2012, xi+332 pp; hardbound, ISBN 978-90-272-0433-2, €99.00, $149.00. - Nathan Schneider 001; Reut Tsarfaty (Comput. Linguistics, 2013)

Parsing Morphologically Rich Languages: Introduction to the Special Issue. - Reut Tsarfaty; Djamé Seddah; Sandra Kübler; Joakim Nivre (Comput. Linguistics, 2013)

Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation. - Reut Tsarfaty; Ilia Pogrebezky; Guy Weiss; Yaarit Natan; Smadar Szekely; David Harel (EMNLP, 2014)

Syntax and Parsing of Semitic Languages. - Reut Tsarfaty (NLP of Semitic Languages, 2014)

Data-Driven Morphological Analysis and Disambiguation for Morphologically Rich Languages and Universal Dependencies. - Amir More; Reut Tsarfaty (COLING, 2016)

Universal Dependencies v1: A Multilingual Treebank Collection. - Joakim Nivre; Marie-Catherine de Marneffe; Filip Ginter; Yoav Goldberg; Jan Hajic; Christopher D. Manning; Ryan T. McDonald; Slav Petrov; Sampo Pyysalo; Natalia Silveira; Reut Tsarfaty; Daniel Zeman (LREC, 2016)

Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG). - Tomer Cagan; Stefan L. Frank; Reut Tsarfaty (ACL (1), 2017)

Universal Joint Morph-Syntactic Processing: The Open University of Israel's Submission to The CoNLL 2017 Shared Task. - Amir More; Reut Tsarfaty (CoNLL Shared Task (2), 2017)

The Hebrew Universal Dependency Treebank: Past Present and Future. - Shoval Sadde; Amit Seker; Reut Tsarfaty (UDW@EMNLP, 2018)

Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew. - Adam Amram; Anat Ben-David; Reut Tsarfaty (COLING, 2018)

Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared Task. - Amit Seker; Amir More; Reut Tsarfaty (CoNLL Shared Task (2), 2018)

CoNLL-UL: Universal Morphological Lattices for Universal Dependency Parsing. - Amir More; Özlem Çetinoglu; Çagri Çöltekin; Nizar Habash; Benoît Sagot; Djamé Seddah; Dima Taji; Reut Tsarfaty (LREC, 2018)

The Natural Language Programming (NLPRO) Project: Turning Text into Executable Code. - Reut Tsarfaty (REFSQ Workshops, 2018)

RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation. - Tzuf Paz-Argaman; Reut Tsarfaty (EMNLP/IJCNLP (1), 2019)

What's Wrong with Hebrew NLP? And How to Make it Right. - Reut Tsarfaty; Shoval Sadde; Stav Klein; Amit Seker (EMNLP/IJCNLP (3), 2019)

Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew. - Amir More; Amit Seker; Victoria Basmova; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2019)

The Extraordinary Failure of Complement Coercion Crowdsourcing. - Yanai Elazar; Victoria Basmova; Shauli Ravfogel; Yoav Goldberg; Reut Tsarfaty (Insights, 2020)

pyBART: Evidence-based Syntactic Transformations for IE. - Aryeh Tiktinsky; Yoav Goldberg; Reut Tsarfaty (ACL (demo), 2020)

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 (ACL, 2020)

Evaluating Models' Local Decision Boundaries via Contrast Sets. - Matt Gardner 001; Yoav Artzi; Victoria Basmova; Jonathan Berant; Ben Bogin; Sihao Chen; Pradeep Dasigi; Dheeru Dua; Yanai Elazar; Ananth Gottumukkala; Nitish Gupta; Hannaneh Hajishirzi; et al. (EMNLP (Findings), 2020)

ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization. - Tzuf Paz-Argaman; Reut Tsarfaty; Gal Chechik; Yuval Atzmon (EMNLP (Findings), 2020)

QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines. - Valentina Pyatkin; Ayal Klein; Reut Tsarfaty; Ido Dagan (EMNLP (1), 2020)

A Pointer Network Architecture for Joint Morphological Segmentation and Tagging. - Amit Seker; Reut Tsarfaty (EMNLP (Findings), 2020)

A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration. - Avi Shmidman; Joshua Guedalia; Shaltiel Shmidman; Moshe Koppel; Reut Tsarfaty (EMNLP (Findings), 2020)

Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? - Stav Klein; Reut Tsarfaty (SIGMORPHON, 2020)

Ecological Semantics: Programming Environments for Situated Language Understanding. - Ronen Tamari; Gabriel Stanovsky; Dafna Shahaf; Reut Tsarfaty (CoRR, 2020)

Evaluating NLP Models via Contrast Sets. - Matt Gardner 001; Yoav Artzi; Victoria Basmova; Jonathan Berant; Ben Bogin; Sihao Chen; Pradeep Dasigi; Dheeru Dua; Yanai Elazar; Ananth Gottumukkala; Nitish Gupta; Hanna Hajishirzi; et al. (CoRR, 2020)

Neural Modeling for Named Entities and Morphology (NEMO^2). - Dan Bareket; Reut Tsarfaty (CoRR, 2020)

The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing. - Valentina Pyatkin; Shoval Sadde; Aynat Rubinstein; Paul Portner; Reut Tsarfaty (ACL/IJCNLP (1), 2021)

Minimal Supervision for Morphological Inflection. - Omer Goldman; Reut Tsarfaty (EMNLP (1), 2021)

Asking It All: Generating Contextualized Questions for any Semantic Role. - Valentina Pyatkin; Paul Roit; Julian Michael; Yoav Goldberg; Reut Tsarfaty; Ido Dagan (EMNLP (1), 2021)

AlephBERT: A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With. - Amit Seker; Elron Bandel; Dan Bareket; Idan Brusilovsky; Refael Shaked Greenfeld; Reut Tsarfaty (CoRR, 2021)

Draw Me a Flower: Grounding Formal Abstract Structures Stated in Informal Natural Language. - Royi Lachmy; Valentina Pyatkin; Reut Tsarfaty (CoRR, 2021)

Neural Modeling for Named Entities and Morphology (NEMO2). - Dan Bareket; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2021)

(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance. - Omer Goldman; David Guriel; Reut Tsarfaty (ACL (2), 2022)

Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study. - David Guriel; Omer Goldman; Reut Tsarfaty (ACL (2), 2022)

AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level. - Amit Seker; Elron Bandel; Dan Bareket; Idan Brusilovsky; Refael Shaked Greenfeld; Reut Tsarfaty (ACL (1), 2022)

Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs. - Kyle Richardson 001; Ronen Tamari; Oren Sultan; Dafna Shahaf; Reut Tsarfaty; Ashish Sabharwal (EMNLP, 2022)

UniMorph 4.0: Universal Morphology. - Khuyagbaatar Batsuren; Omer Goldman; Salam Khalifa; Nizar Habash; Witold Kieras; Gábor Bella; Brian Leonard; Garrett Nicolai; Kyle Gorman; Yustinus Ghanggo Ate; Maria Ryskina; Sabrina J. Mielke; et al. (LREC, 2022)

Design Choices in Crowdsourcing Discourse Relation Annotations: The Effect of Worker Selection and Training. - Merel C. J. Scholman; Valentina Pyatkin; Frances Yung; Ido Dagan; Reut Tsarfaty; Vera Demberg (LREC, 2022)

Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking. - Ronen Tamari; Kyle Richardson 001; Noam Kahlon; Aviad Sar-Shalom; Nelson F. Liu; Reut Tsarfaty; Dafna Shahaf (*SEM@NAACL-HLT, 2022)

Morphology Without Borders: Clause-Level Morphological Annotation. - Omer Goldman; Reut Tsarfaty (CoRR, 2022)

Neural Token Segmentation for High Token-Internal Complexity. - Idan Brusilovsky; Reut Tsarfaty (CoRR, 2022)

Breaking Character: Are Subwords Good Enough for MRLs After All? - Omri Keren; Tal Avinari; Reut Tsarfaty; Omer Levy (CoRR, 2022)

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; Cheyn Shmuel Shmidman; Joshua Guedalia; Moshe Koppel; Dan Bareket; Amit Seker; Reut Tsarfaty (CoRR, 2022)

Text-based NP Enrichment. - Yanai Elazar; Victoria Basmova; Yoav Goldberg; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2022)

Morphology Without Borders: Clause-Level Morphology. - Omer Goldman; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2022)

Draw Me a Flower: Processing and Grounding Abstraction in Natural Language. - Royi Lachmy; Valentina Pyatkin; Avshalom Manevich; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2022)

Multilingual Sequence-to-Sequence Models for Hebrew NLP. - Matan Eyal; Hila Noga; Roee Aharoni; Idan Szpektor; Reut Tsarfaty (ACL (Findings), 2023)

Morphological Inflection with Phonological Features. - David Guriel; Omer Goldman; Reut Tsarfaty (ACL (2), 2023)

HeGeL: A Novel Dataset for Geo-Location from Hebrew Text. - Tzuf Paz-Argaman; Tal Bauman; Itai Mondshine; Itzhak Omer; Sagi Dalyot; Reut Tsarfaty (ACL (Findings), 2023)

Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment. - Roni Rabin; Alexandre Djerbetian; Roee Engelberg; Lidan Hackmon; Gal Elidan; Reut Tsarfaty; Amir Globerson (ACL (2), 2023)

Conjunct Resolution in the Face of Verbal Omissions. - Royi Rassin; Yoav Goldberg; Reut Tsarfaty (ACL (1), 2023)

Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses? - Avi Shmidman; Cheyn Shmuel Shmidman; Dan Bareket; Moshe Koppel; Reut Tsarfaty (EACL, 2023)

HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark. - Amir David Nissan Cohen; Hilla Merhav; Yoav Goldberg; Reut Tsarfaty (EMNLP (Findings), 2023)

The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility Assessment. - Ben Hagag; Reut Tsarfaty (EMNLP (Findings), 2023)

Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces. - Tal Levy; Omer Goldman; Reut Tsarfaty (EMNLP (Findings), 2023)

COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts. - Aviya Maimon; Reut Tsarfaty (EMNLP, 2023)

SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection. - Omer Goldman; Khuyagbaatar Batsuren; Salam Khalifa; Aryaman Arora; Garrett Nicolai; Reut Tsarfaty; Ekaterina Vylomova (SIGMORPHON, 2023)

ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds. - Victoria Basmova; Yoav Goldberg; Reut Tsarfaty (CoRR, 2023)

A Novel Computational and Modeling Foundation for Automatic Coherence Assessment. - Aviya Maimon; Reut Tsarfaty (CoRR, 2023)

Apollo: Zero-shot MultiModal Reasoning with Multiple Experts. - Daniela Ben-David; Tzuf Paz-Argaman; Reut Tsarfaty (CoRR, 2023)

Explicit Morphological Knowledge Improves Pre-training of Language Models for Hebrew. - Eylon Guetta; Omer Goldman; Reut Tsarfaty (CoRR, 2023)

Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design. - Valentina Pyatkin; Frances Yung; Merel C. J. Scholman; Reut Tsarfaty; Ido Dagan; Vera Demberg (Trans. Assoc. Comput. Linguistics, 2023)

Multilingual Instruction Tuning With Just a Pinch of Multilinguality. - Uri Shaham 002; Jonathan Herzig; Roee Aharoni; Idan Szpektor; Reut Tsarfaty; Matan Eyal (ACL (Findings), 2024)

Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. - Omer Goldman; Avi Caciularu; Matan Eyal; Kris Cao; Idan Szpektor; Reut Tsarfaty (ACL (Findings), 2024)

Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD). - Avshalom Manevich; Reut Tsarfaty (ACL (Findings), 2024)

HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew. - Tzuf Paz-Argaman; Itai Mondshine; Asaf Achi Mordechai; Reut Tsarfaty (ACL (Findings), 2024)

Into the Unknown: Generating Geospatial Descriptions for New Environments. - Tzuf Paz-Argaman; John Palowitch; Sayali Kulkarni; Reut Tsarfaty; Jason Baldridge (ACL (Findings), 2024)

MRL Parsing Without Tears: The Case of Hebrew. - Shaltiel Shmidman; Avi Shmidman; Moshe Koppel; Reut Tsarfaty (ACL (Findings), 2024)

A Truly Joint Neural Architecture for Segmentation and Parsing. - Danit Yshaayahu Levi; Reut Tsarfaty (EACL (1), 2024)

Where Do We Go From Here? Multi-scale Allocentric Relational Inferencefrom Natural Spatial Descriptions. - Tzuf Paz-Argaman; John Palowitch; Sayali Kulkarni; Jason Baldridge; Reut Tsarfaty (EACL (1), 2024)

Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP. - Omer Goldman; Alon Jacovi; Aviv Slobodkin; Aviya Maimon; Ido Dagan; Reut Tsarfaty (EMNLP, 2024)

Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? - Yotam Intrator; Matan Halfon; Roman Goldenberg; Reut Tsarfaty; Matan Eyal; Ehud Rivlin; Yossi Matias; Natalia Aizenberg (NAACL (Short Papers), 2024)

Where Do We Go from Here? Multi-scale Allocentric Relational Inference from Natural Spatial Descriptions. - Tzuf Paz-Argaman; Sayali Kulkarni; John Palowitch; Jason Baldridge; Reut Tsarfaty (CoRR, 2024)

Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? - Yotam Intrator; Matan Halfon; Roman Goldenberg; Reut Tsarfaty; Matan Eyal; Ehud Rivlin; Yossi Matias; Natalie Aizenberg (CoRR, 2024)

LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements. - Victoria Basmova; Yoav Goldberg; Reut Tsarfaty (CoRR, 2024)

Superlatives in Context: Explicit and Implicit Domain Restrictions for Superlative Frames. - Valentina Pyatkin; Bonnie Webber; Ido Dagan; Reut Tsarfaty (CoRR, 2024)

NoviCode: Generating Programs from Natural Language Utterances by Novices. - Asaf Achi Mordechai; Yoav Goldberg; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2024)

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization. - Itai Mondshine; Tzuf Paz-Argaman; Reut Tsarfaty (ACL (1), 2025)

Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs. - Itai Mondshine; Tzuf Paz-Argaman; Reut Tsarfaty (NAACL (Findings), 2025)

Superlatives in Context: Modeling the Implicit Semantics of Superlatives. - Valentina Pyatkin; Bonnie Webber; Ido Dagan; Reut Tsarfaty (NAACL (Long Papers), 2025)

ECLeKTic: a Novel Challenge Set for Evaluation of Cross-Lingual Knowledge Transfer. - Omer Goldman; Uri Shaham 002; Dan Malkin; Sivan Eiger; Avinatan Hassidim; Yossi Matias; Joshua Maynez; Adi Mayrav Gilady; Jason Riesa; Shruti Rijhwani; Laura Rimell; Idan Szpektor; et al. (CoRR, 2025)

IQ Test for LLMs: An Evaluation Framework for Uncovering Core Skills in LLMs. - Aviya Maimon; Amir David Nissan Cohen; Gal Vishne; Shauli Ravfogel; Reut Tsarfaty (CoRR, 2025)

MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents. - Tomer Wolfson; Harsh Trivedi; Mor Geva; Yoav Goldberg; Dan Roth 001; Tushar Khot; Ashish Sabharwal; Reut Tsarfaty (CoRR, 2025)