Reut Tsarfaty

Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex Text ACL 2026 Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages EACL 2026 Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs ACL 2026 Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025 Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ACL 2025 Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025 Principal Parts Detection for Computational Morphology: Task, Models and Benchmark CoNLL 2025 Superlatives in Context: Modeling the Implicit Semantics of Superlatives NAACL 2025 A Truly Joint Neural Architecture for Segmentation and Parsing EACL 2024 Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? NAACL 2024 HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew ACL 2024 Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024 Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP EMNLP 2024 Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) ACL 2024 MRL Parsing Without Tears: The Case of Hebrew ACL 2024 Multilingual Instruction Tuning With Just a Pinch of Multilinguality ACL 2024 Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance ACL 2024 Where Do We Go From Here? Multi-scale Allocentric Relational Inferencefrom Natural Spatial Descriptions EACL 2024 COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts EMNLP 2023 Conjunct Resolution in the Face of Verbal Omissions ACL 2023 Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment ACL 2023 Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses? EACL 2023 HeGeL: A Novel Dataset for Geo-Location from Hebrew Text ACL 2023 HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark EMNLP 2023 Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces EMNLP 2023 Morphological Inflection with Phonological Features ACL 2023 Multilingual Sequence-to-Sequence Models for Hebrew NLP ACL 2023 SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2023 The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility Assessment EMNLP 2023 AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level ACL 2022 Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022 Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking NAACL 2022 Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study ACL 2022 The MRL 2022 Shared Task on Multilingual Clause-level Morphology EMNLP 2022 (Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models’ Performance ACL 2022 Asking It All: Generating Contextualized Questions for any Semantic Role EMNLP 2021 Minimal Supervision for Morphological Inflection EMNLP 2021 The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing ACL 2021 Well-Defined Morphology is Sentence-Level Morphology EMNLP 2021 A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration EMNLP 2020 A Pointer Network Architecture for Joint Morphological Segmentation and Tagging EMNLP 2020 Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP 2020 From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL 2020 Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? ACL 2020 pyBART: Evidence-based Syntactic Transformations for IE ACL 2020 QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines EMNLP 2020 The Extraordinary Failure of Complement Coercion Crowdsourcing EMNLP 2020 ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization EMNLP 2020 RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation EMNLP 2019 What’s Wrong with Hebrew NLP? And How to Make it Right EMNLP 2019 Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew COLING 2018 The Hebrew Universal Dependency Treebank: Past Present and Future EMNLP 2018 Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared Task CoNLL 2018 Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ACL 2017 Universal Joint Morph-Syntactic Processing: The Open University of Israel’s Submission to The CoNLL 2017 Shared Task CoNLL 2017 Data-Driven Morphological Analysis and Disambiguation for Morphologically Rich Languages and Universal Dependencies COLING 2016 Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation EMNLP 2014 A Unified Morpho-Syntactic Scheme of Stanford Dependencies ACL 2013 Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages EMNLP 2013 Cross-Framework Evaluation for Statistical Parsing EACL 2012 Joint Evaluation of Morphological Segmentation and Syntactic Parsing ACL 2012 Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation EMNLP 2011 An Alternative to Head-Driven Approaches for Parsing a (Relatively) Free Word-Order Language EMNLP 2009 Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities EACL 2009 A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing ACL 2008 Relational-Realizational Parsing COLING 2008 Integrated Morphological and Syntactic Disambiguation for Modern Hebrew ACL 2006