Information Extraction for Everyone

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation

Author(s): Itay Yair; Hillel Taub-Tabib; Yoav Goldberg
Published in: Crossref, Issue 5, 2023
Publisher: ACL
DOI: 10.18653/v1/2023.acl-demo.27

Syntactic Search by Example

Author(s): Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Page(s) 17-23
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-demos.3

DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models

Author(s): Royi Rassin; Shauli Ravfogel; Yoav Goldberg
Published in: Crossref, Issue 7, 2022
Publisher: ACL/BlackboxNLP
DOI: 10.18653/v1/2022.blackboxnlp-1.28

A Dataset for N-ary Relation Extraction of Drug Combinations

Author(s): Aryeh Tiktinsky; Vijay Viswanathan; Danna Niezni; Dana Meron Azagury; Yosi Shamay; Hillel Taub-Tabib; Tom Hope; Yoav Goldberg
Published in: Crossref, Issue 8, 2022
Publisher: NAACL
DOI: 10.18653/v1/2022.naacl-main.233

F-coref: Fast, Accurate and Easy to Use Coreference Resolution

Author(s): Otmazgin, Shon; Cattan, Arie; Goldberg, Yoav
Published in: Issue 3, 2022
Publisher: AACL
DOI: 10.48550/arxiv.2209.04280

Contrastive Explanations for Model Interpretability

Author(s): Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg
Published in: EMNLP, 2021, Page(s) 1597–1611
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.120

Conformal Nucleus Sampling

Author(s): Shauli Ravfogel; Yoav Goldberg; Jacob Goldberger
Published in: Crossref, Issue 5, 2023
Publisher: ACL
DOI: 10.18653/v1/2023.findings-acl.3

Interactive Extractive Search over Biomedical Corpora

Author(s): Hillel Taub Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg
Published in: Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020, Page(s) 28-37
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.bionlp-1.3

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

Author(s): Katz, Uri; Vetzler, Matan; Cohen, Amir DN; Goldberg, Yoav
Published in: Issue 7, 2023
Publisher: EMNLP
DOI: 10.48550/arxiv.2310.14282

Human Interpretation of Saliency-based Explanation Over Text

Author(s): Hendrik Schuff; Alon Jacovi; Heike Adel; Yoav Goldberg; Ngoc Thang Vu
Published in: Crossref, Issue 1, 2022
Publisher: ACM FaCCT
DOI: 10.1145/3531146.3533127

Linguistically Motivated Sign Language Segmentation

Author(s): Moryossef, Amit; Jiang, Zifan; Müller, Mathias; Ebling, Sarah; Goldberg, Yoav
Published in: Issue 4, 2023
Publisher: EMNLP
DOI: 10.48550/arxiv.2310.13960

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations

Author(s): Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg
Published in: Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020, Page(s) 91-106
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.blackboxnlp-1.9

LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models

Author(s): Mor Geva; Avi Caciularu; Guy Dar; Paul Roit; Shoval Sadde; Micah Shlain; Bar Tamir; Yoav Goldberg
Published in: Crossref, Issue 3, 2022
Publisher: EMNLP
DOI: 10.18653/v1/2022.emnlp-demos.2

Conjunct Resolution in the Face of Verbal Omissions

Author(s): Royi Rassin; Yoav Goldberg; Reut Tsarfaty
Published in: Crossref, Issue 5, 2023
Publisher: ACL
DOI: 10.18653/v1/2023.acl-long.762

Lexical Generalization Improves with Larger Models and Longer Training

Author(s): Elron Bandel; Yoav Goldberg; Yanai Elazar
Published in: Crossref, Issue 10, 2022
Publisher: EMNLP
DOI: 10.18653/v1/2022.findings-emnlp.323

Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels

Author(s): Aviv Weinstein; Yoav Goldberg
Published in: Crossref, Issue 7, 2023
Publisher: ACL
DOI: 10.18653/v1/2023.findings-acl.184

Ham2Pose: Animating Sign Language Notation into Pose Sequences

Author(s): Rotem Shalev Arkushin; Amit Moryossef; Ohad Fried
Published in: Crossref, Issue 8, 2023
Publisher: CVPR
DOI: 10.1109/cvpr52729.2023.02016

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Author(s): Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 7237-7256
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.647

How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?

Author(s): Yoav Goldberg; Yova Kementchedjhieva; Hila Gonen
Published in: CoNLL, Issue 1, 2019, Page(s) 463-471
Publisher: CoNLL
DOI: 10.18653/v1/k19-1043

Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature

Author(s): Uri Katz, Mosh Levy, Yoav Goldberg
Published in: Findings of the Association for Computational Linguistics: EMNLP 2024, 2024, Page(s) 8838-8855
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-emnlp.516

BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models

Author(s): Zaken, Elad Ben; Ravfogel, Shauli; Goldberg, Yoav
Published in: ACL, 2022
Publisher: ACL
DOI: 10.48550/arxiv.2106.10199

HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark

Author(s): Amir Cohen, Hilla Merhav-Fine, Yoav Goldberg, Reut Tsarfaty
Published in: Findings of the Association for Computational Linguistics: EMNLP 2023, 2023, Page(s) 13693-13705
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2023.findings-emnlp.915

Evaluating D-MERIT of Partial-annotation on Information Retrieval

Author(s): Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg
Published in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024, Page(s) 2913-2932
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2024.emnlp-main.171

Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning

Author(s): Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama
Published in: EACL, 2021, Page(s) 581–592
Publisher: ACL
DOI: 10.18653/v1/2021.eacl-main.47

A Formal Hierarchy of RNN Architectures

Author(s): William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 443-459
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.43

An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation

Author(s): Moryossef, Amit; Müller, Mathias; Göhring, Anne; Jiang, Zifan; Goldberg, Yoav; Ebling, Sarah
Published in: Issue 4, 2023
Publisher: European Association for Machine Translation
DOI: 10.48550/arxiv.2305.17714

A Two-Stage Masked LM Method for Term Set Expansion

Author(s): Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 6829-6835
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.610

Log-linear Guardedness and its Implications

Author(s): Shauli Ravfogel; Yoav Goldberg; Ryan Cotterell
Published in: Crossref, Issue 10, 2023
Publisher: ACL
DOI: 10.18653/v1/2023.acl-long.523

The Extraordinary Failure of Complement Coercion Crowdsourcing

Author(s): Yanai Elazar, Victoria Basmov, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty
Published in: Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020, Page(s) 106-116
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.insights-1.17

Learning Deterministic Weighted Automata with Queries and Counterexamples

Author(s): Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Published in: Proc. of NeurIPS, Issue 2, 2019
Publisher: NeurIPS

Kernelized Concept Erasure

Author(s): Ravfogel, Shauli; Vargas, Francisco; Goldberg, Yoav; Cotterell, Ryan
Published in: Issue 1, 2022
Publisher: EMNLP
DOI: 10.48550/arxiv.2201.12191

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data

Author(s): Shachar Rosenman, Alon Jacovi, Yoav Goldberg
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 3702-3710
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.302

Neighboring Words Affect Human Interpretation of Saliency Explanations

Author(s): Alon Jacovi; Hendrik Schuff; Heike Adel; Ngoc Thang Vu; Yoav Goldberg
Published in: Crossref, Issue 4, 2023
Publisher: ACL
DOI: 10.18653/v1/2023.findings-acl.750

Neural Extractive Search

Author(s): Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg
Published in: Proceedings of ACL, 2021, Page(s) 210--217
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.acl-demo.25

Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge

Author(s): Talmor, Alon; Tafjord, Oyvind; Clark, Peter; Goldberg, Yoav; Berant, Jonathan
Published in: NeurIPS, Issue 1, 2020
Publisher: NeurIPS

Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers

Author(s): Levy, Mosh; Ravfogel, Shauli; Goldberg, Yoav
Published in: Issue 1, 2023
Publisher: EMNLP
DOI: 10.48550/arxiv.2310.18360

Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks

Author(s): Jacovi, Alon; Caciularu, Avi; Goldman, Omer; Goldberg, Yoav
Published in: Issue 1, 2023
Publisher: EMNLP
DOI: 10.48550/arxiv.2305.10160

Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora

Author(s): Hila Gonen; Ganesh Jawahar; Djamé Seddah; Yoav Goldberg
Published in: "ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, United States. pp.538-555, ⟨10.18653/v1/2020.acl-main.51⟩", Issue 1, 2020
Publisher: ACL
DOI: 10.18653/v1/2020.acl-main.51

pyBART: Evidence-based Syntactic Transformations for IE

Author(s): Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Page(s) 47-55
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-demos.7

Diagnosing AI Explanation Methods with Folk Concepts of Behavior

Author(s): Alon Jacovi; Jasmijn Bastings; Sebastian Gehrmann; Yoav Goldberg; Katja Filippova
Published in: Crossref, Issue 9, 2023
Publisher: ACM FaCCT
DOI: 10.1145/3593013.3593993

Analyzing Gender Representation in Multilingual Models

Author(s): Hila Gonen, Shauli Ravfogel, Yoav Goldberg
Published in: Representation Learning for NLP, Issue 7, 2022, Page(s) 67–77
Publisher: ACL
DOI: 10.18653/v1/2022.repl4nlp-1.8

Thinking Like Transformers

Author(s): Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Published in: Proc. of ICML, Issue 2, 2021
Publisher: PMLR

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Author(s): Mosh Levy, Alon Jacoby, Yoav Goldberg
Published in: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024, Page(s) 15339-15353
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2024.acl-long.818

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment

Author(s): Rassin, Royi; Hirsch, Eran; Glickman, Daniel; Ravfogel, Shauli; Goldberg, Yoav; Chechik, Gal
Published in: Issue 1, 2023
Publisher: NeurIPS
DOI: 10.48550/arxiv.2306.08877

Hebrew Psychological Lexicons

Author(s): Natalie Shapira, Dana Atzil-Slonim, Daniel Juravski, Moran Baruch, Dana Stolowicz-Melman, Adar Paz, Tal Alfi-Yogev, Roy Azoulay, Adi Singer, Maayan Revivo, Chen Dahbash, Limor Dayan, Tamar Naim, Lidar Gez, Boaz Yanai, Adva Maman, Adam Nadaf, Elinor Sarfati, Amna Baloum, Tal Naor, Ephraim Mosenkis, Badreya Sarsour, Jany Gelfand Morgenshteyn, Yarden Elias, Liat Braun, Moria Rubin, Matan Kenigsbuch,
Published in: Proc of CL-Psych, 2021
Publisher: Assoc for Computational Linguistics
DOI: 10.18653/v1/2021.clpsych-1.6

Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction

Author(s): Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg
Published in: Proc. of CoNLL, 2021
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2021.conll-1.15

Compressing Pre-trained Language Models by Matrix Decomposition

Author(s): Matan Ben Noach, Yoav Goldberg
Published in: Proc. of AACL, 2020
Publisher: Assoc for Computational Linguistics

Large Scale Substitution-based Word Sense Induction

Author(s): Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg
Published in: ACL, 2022, Page(s) 4738–4752
Publisher: ACL
DOI: 10.18653/v1/2022.acl-long.325

Bootstrapping Relation Extractors using Syntactic Search by Examples

Author(s): Matan Eyal; Asaf Amrami; Hillel Taub-Tabib; Yoav Goldberg
Published in: EACL, Issue 1, 2021
Publisher: Assoc for Computational Linguistics
DOI: 10.18653/v1/2021.eacl-main.128

Asking It All: Generating Contextualized Questions for any Semantic Role

Author(s): Valentina Pyatkin; Paul Roit; Julian Michael; Yoav Goldberg; Reut Tsarfaty; Ido Dagan
Published in: Proc. of EMNLP, Issue 2, 2021
Publisher: Assoc. for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.108

It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT

Author(s): Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg
Published in: Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020, Page(s) 45-56
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.blackboxnlp-1.5

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Author(s): Alon Jacovi, Yoav Goldberg
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 4198-4205
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.386

Prerequisites, Causes and Goals of Human Trust in AI

Author(s): Alon Jacovi; Ana Marasović; Tim Miller; Yoav Goldberg
Published in: FAccT, Issue 2, 2021
Publisher: ACM
DOI: 10.1145/3442188.3445923

NoviCode: Generating Programs from Natural Language Utterances by Novices

Author(s): Asaf Achi Mordechai, Yoav Goldberg, Reut Tsarfaty
Published in: Transactions of the Association for Computational Linguistics, Issue 12, 2024, Page(s) 1330-1345, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00694

Measuring and Improving Consistency in Pretrained Language Models

Author(s): Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard Hovy, Hinrich Schütze, Yoav Goldberg
Published in: Transactions of the Association for Computational Linguistics, 2021, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00410

Using computerized text analysis to examine associations between linguistic features and clients’ distress during psychotherapy.

Author(s): Natalie Shapira, Gal Lazarus, Yoav Goldberg, Eva Gilboa-Schechtman, Rivka Tuval-Mashiach, Daniel Juravski, Dana Atzil-Slonim
Published in: Journal of Counseling Psychology, 2020, ISSN 0022-0167
Publisher: American Psychological Association
DOI: 10.1037/cou0000440

Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals

Author(s): Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg
Published in: Transactions of the Association for Computational Linguistics, 2021, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00359

oLMpics-On What Language Model Pre-training Captures

Author(s): Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
Published in: Transactions of the Association for Computational Linguistics, Issue 8, 2020, Page(s) 743-758, ISSN 2307-387X
Publisher: Association for Computational Linguistics
DOI: 10.1162/tacl_a_00342

Identifying symptom etiologies using syntactic patterns and large language models

Author(s): Hillel Taub-Tabib, Yosi Shamay, Micah Shlain, Menny Pinhasov, Mark Polak, Aryeh Tiktinsky, Sigal Rahamimov, Dan Bareket, Ben Eyal, Moriya Kassis, Yoav Goldberg, Tal Kaminski Rosenberg, Simon Vulfsons, Maayan Ben Sasson
Published in: Scientific Reports, Issue 14, 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-024-65645-6

Aligning Faithful Interpretations with their Social Attribution

Author(s): Alon Jacovi, Yoav Goldberg
Published in: Transactions of the Association for Computational Linguistics, Issue 9, 2020, Page(s) 294–310, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00367

Text-based NP Enrichment

Author(s): Yanai Elazar; Victoria Basmov*; Yoav Goldberg; Reut Tsarfaty
Published in: Crossref, Issue 7, 2022, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00488

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