Reut Tsarfaty

Affiliations:
  • Bar-Ilan University, Israel
  • Allen Institute for Artificial Intelligence, Tel Aviv, Israel (former)
  • Open University of Israel (former)


According to our database1, Reut Tsarfaty authored at least 82 papers between 2005 and 2024.

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Bibliography

2024
A Truly Joint Neural Architecture for Segmentation and Parsing.
CoRR, 2024

Multilingual Instruction Tuning With Just a Pinch of Multilinguality.
CoRR, 2024

2023
Explicit Morphological Knowledge Improves Pre-training of Language Models for Hebrew.
CoRR, 2023

Apollo: Zero-shot MultiModal Reasoning with Multiple Experts.
CoRR, 2023

A Novel Computational and Modeling Foundation for Automatic Coherence Assessment.
CoRR, 2023

ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds.
CoRR, 2023

Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design.
CoRR, 2023

SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection.
Proceedings of the 20th SIGMORPHON workshop on Computational Research in Phonetics, 2023

COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility Assessment.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses?
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Conjunct Resolution in the Face of Verbal Omissions.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

HeGeL: A Novel Dataset for Geo-Location from Hebrew Text.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Morphological Inflection with Phonological Features.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Multilingual Sequence-to-Sequence Models for Hebrew NLP.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Draw Me a Flower: Processing and Grounding Abstraction in Natural Language.
Trans. Assoc. Comput. Linguistics, 2022

Morphology Without Borders: Clause-Level Morphology.
Trans. Assoc. Comput. Linguistics, 2022

Text-based NP Enrichment.
Trans. Assoc. Comput. Linguistics, 2022

Large Pre-Trained Models with Extra-Large Vocabularies: A Contrastive Analysis of Hebrew BERT Models and a New One to Outperform Them All.
CoRR, 2022

Breaking Character: Are Subwords Good Enough for MRLs After All?
CoRR, 2022

Neural Token Segmentation for High Token-Internal Complexity.
CoRR, 2022

Morphology Without Borders: Clause-Level Morphological Annotation.
CoRR, 2022

Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking.
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022

Design Choices in Crowdsourcing Discourse Relation Annotations: The Effect of Worker Selection and Training.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

UniMorph 4.0: Universal Morphology.
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Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021
Neural Modeling for Named Entities and Morphology (NEMO2).
Trans. Assoc. Comput. Linguistics, 2021

Draw Me a Flower: Grounding Formal Abstract Structures Stated in Informal Natural Language.
CoRR, 2021

AlephBERT: A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With.
CoRR, 2021

Asking It All: Generating Contextualized Questions for any Semantic Role.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Minimal Supervision for Morphological Inflection.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Neural Modeling for Named Entities and Morphology (NEMO^2).
CoRR, 2020

Evaluating NLP Models via Contrast Sets.
CoRR, 2020

Ecological Semantics: Programming Environments for Situated Language Understanding.
CoRR, 2020

Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology?
Proceedings of the 17th SIGMORPHON Workshop on Computational Research in Phonetics, 2020

A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

A Pointer Network Architecture for Joint Morphological Segmentation and Tagging.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020


From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)?
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

pyBART: Evidence-based Syntactic Transformations for IE.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

The Extraordinary Failure of Complement Coercion Crowdsourcing.
Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

2019
Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew.
Trans. Assoc. Comput. Linguistics, 2019

What's Wrong with Hebrew NLP? And How to Make it Right.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
The Natural Language Programming (NLPRO) Project: Turning Text into Executable Code.
Proceedings of the Joint Proceedings of REFSQ-2018 Workshops, 2018

CoNLL-UL: Universal Morphological Lattices for Universal Dependency Parsing.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared Task.
Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

The Hebrew Universal Dependency Treebank: Past Present and Future.
Proceedings of the Second Workshop on Universal Dependencies, 2018

2017
Universal Joint Morph-Syntactic Processing: The Open University of Israel's Submission to The CoNLL 2017 Shared Task.
Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017

Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG).
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Universal Dependencies v1: A Multilingual Treebank Collection.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Data-Driven Morphological Analysis and Disambiguation for Morphologically Rich Languages and Universal Dependencies.
Proceedings of the COLING 2016, 2016

2014
Syntax and Parsing of Semitic Languages.
Proceedings of the Natural Language Processing of Semitic Languages, 2014

Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013
Parsing Morphologically Rich Languages: Introduction to the Special Issue.
Comput. Linguistics, 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.
Comput. Linguistics, 2013

A Unified Morpho-Syntactic Scheme of Stanford Dependencies.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages.
Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages, 2013

2012
Cross-Framework Evaluation for Statistical Parsing.
Proceedings of the EACL 2012, 2012

Joint Evaluation of Morphological Segmentation and Syntactic Parsing.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

2010
Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and Whither.
Proceedings of the First Workshop on Statistical Parsing of Morphologically-Rich Languages, 2010

Modeling Morphosyntactic Agreement in Constituency-Based Parsing of Modern Hebrew.
Proceedings of the First Workshop on Statistical Parsing of Morphologically-Rich Languages, 2010

2009
An Alternative to Head-Driven Approaches for Parsing a (Relatively) Free Word-Order Language.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

2008
Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew Clitics.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Relational-Realizational Parsing.
Proceedings of the COLING 2008, 2008

A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing.
Proceedings of the ACL 2008, 2008

2007
Accurate Unlexicalized Parsing for Modern Hebrew.
Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007

Three-Dimensional Parametrization for Parsing Morphologically Rich Languages.
Proceedings of the Tenth International Conference on Parsing Technologies, 2007

2006
Integrated Morphological and Syntactic Disambiguation for Modern Hebrew.
Proceedings of the ACL 2006, 2006

2005
Participants in Action: The Interplay of Aspectual Meanings and Thematic Relations in the Semantics of Semitic Morphology.
Proceedings of the Logic, 2005


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