← Authors

Reut Tsarfaty

70 papers · 2006–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (9) 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🏃 Academic Marathon (19) 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (23) 🐺 Lone Wolf (3) 🏆 Keyword Champion (9) 🤝 Dynamic Duo (12) 👥 Mega-Team (26) 🔬 Deep Specialist (12) ❓ The Questioner (9) 🔥 Unstoppable (10) 💎 Century Club (69) 📈 Trend Setter ⚡ Prolific Year (6) 🗃️ Keyword Collector (285)

Conferences

ACL (27) EMNLP (23) EACL (6) COLING (4) NAACL (4) CONLL (3) IJCNLP (3)

Top co-authors

Omer Goldman (12) Tzuf Paz-Argaman (9) Yoav Goldberg (8) Amit Seker (7) Ido Dagan (5) Valentina Pyatkin (5) Matan Eyal (4) Stav Klein (4) Itai Mondshine (4) Shoval Sadde (4)

Research topics

Linguistics (1) Education (1)

Keywords

morphological analysis (12) morphologically rich language (9) morphological inflection (8) dependency parsing (7) natural language understanding (7) hebrew language (6) morphological disambiguation (5) neural network (5) text classification (5) syntactic parsing (5) language model (5) semantic analysis (4) representation learning (4) natural language processing (3) multilingual language model (3) natural language inference (3) text generation (3) natural language generation (3) attention mechanism (3) question answering (3)

Papers

Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages EACL 2026
Principal Parts Detection for Computational Morphology: Task, Models and Benchmark ACL 2025
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ACL 2025
Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025
Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025
Superlatives in Context: Modeling the Implicit Semantics of Superlatives NAACL 2025
Principal Parts Detection for Computational Morphology: Task, Models and Benchmark CONLL 2025
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP EMNLP 2024
Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? NAACL 2024
Where Do We Go From Here? Multi-scale Allocentric Relational Inferencefrom Natural Spatial Descriptions EACL 2024
A Truly Joint Neural Architecture for Segmentation and Parsing EACL 2024
Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance ACL 2024
Multilingual Instruction Tuning With Just a Pinch of Multilinguality ACL 2024
MRL Parsing Without Tears: The Case of Hebrew ACL 2024
Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) ACL 2024
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew ACL 2024
SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection 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
Conjunct Resolution in the Face of Verbal Omissions ACL 2023
Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment ACL 2023
Morphological Inflection with Phonological Features ACL 2023
HeGeL: A Novel Dataset for Geo-Location from Hebrew Text ACL 2023
Multilingual Sequence-to-Sequence Models for Hebrew NLP ACL 2023
Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses? EACL 2023
The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility Assessment EMNLP 2023
COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts EMNLP 2023
Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking NAACL 2022
The MRL 2022 Shared Task on Multilingual Clause-level Morphology EMNLP 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022
Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study ACL 2022
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models’ Performance ACL 2022
AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level ACL 2022
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing ACL 2021
Asking It All: Generating Contextualized Questions for any Semantic Role EMNLP 2021
Minimal Supervision for Morphological Inflection EMNLP 2021
Well-Defined Morphology is Sentence-Level Morphology EMNLP 2021
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing IJCNLP 2021
Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? ACL 2020
QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines EMNLP 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization EMNLP 2020
Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP 2020
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
The Extraordinary Failure of Complement Coercion Crowdsourcing EMNLP 2020
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL 2020
pyBART: Evidence-based Syntactic Transformations for IE ACL 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
RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation IJCNLP 2019
What’s Wrong with Hebrew NLP? And How to Make it Right IJCNLP 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
Joint Evaluation of Morphological Segmentation and Syntactic Parsing ACL 2012
Cross-Framework Evaluation for Statistical Parsing EACL 2012
Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation EMNLP 2011
Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities EACL 2009
An Alternative to Head-Driven Approaches for Parsing a (Relatively) Free Word-Order Language EMNLP 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 COLING 2006
Integrated Morphological and Syntactic Disambiguation for Modern Hebrew ACL 2006