Information Extraction for Everyone

Informazioni relative al progetto

iEXTRACT

ID dell’accordo di sovvenzione: 802774

DOI

10.3030/802774

Progetto chiuso

Data della firma CE 30 Aprile 2019

Data di avvio 1 Maggio 2019

Data di completamento 30 Aprile 2025

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale

€ 1 499 354,00

Contributo UE

€ 1 499 354,00

Coordinato da

BAR ILAN UNIVERSITY
Israel

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Conference proceedings (53)

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

Autori: Itay Yair; Hillel Taub-Tabib; Yoav Goldberg
Pubblicato in: Crossref, Numero 5, 2023
Editore: ACL
DOI: 10.18653/v1/2023.acl-demo.27

Syntactic Search by Example

Autori: Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Pagina/e 17-23
Editore: 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

Autori: Royi Rassin; Shauli Ravfogel; Yoav Goldberg
Pubblicato in: Crossref, Numero 7, 2022
Editore: ACL/BlackboxNLP
DOI: 10.18653/v1/2022.blackboxnlp-1.28

A Dataset for N-ary Relation Extraction of Drug Combinations

Autori: Aryeh Tiktinsky; Vijay Viswanathan; Danna Niezni; Dana Meron Azagury; Yosi Shamay; Hillel Taub-Tabib; Tom Hope; Yoav Goldberg
Pubblicato in: Crossref, Numero 8, 2022
Editore: NAACL
DOI: 10.18653/v1/2022.naacl-main.233

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

Autori: Otmazgin, Shon; Cattan, Arie; Goldberg, Yoav
Pubblicato in: Numero 3, 2022
Editore: AACL
DOI: 10.48550/arxiv.2209.04280

Contrastive Explanations for Model Interpretability

Autori: Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg
Pubblicato in: EMNLP, 2021, Pagina/e 1597–1611
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.120

Conformal Nucleus Sampling

Autori: Shauli Ravfogel; Yoav Goldberg; Jacob Goldberger
Pubblicato in: Crossref, Numero 5, 2023
Editore: ACL
DOI: 10.18653/v1/2023.findings-acl.3

Interactive Extractive Search over Biomedical Corpora

Autori: Hillel Taub Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg
Pubblicato in: Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020, Pagina/e 28-37
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.bionlp-1.3

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

Autori: Katz, Uri; Vetzler, Matan; Cohen, Amir DN; Goldberg, Yoav
Pubblicato in: Numero 7, 2023
Editore: EMNLP
DOI: 10.48550/arxiv.2310.14282

Human Interpretation of Saliency-based Explanation Over Text

Autori: Hendrik Schuff; Alon Jacovi; Heike Adel; Yoav Goldberg; Ngoc Thang Vu
Pubblicato in: Crossref, Numero 1, 2022
Editore: ACM FaCCT
DOI: 10.1145/3531146.3533127

Linguistically Motivated Sign Language Segmentation

Autori: Moryossef, Amit; Jiang, Zifan; Müller, Mathias; Ebling, Sarah; Goldberg, Yoav
Pubblicato in: Numero 4, 2023
Editore: EMNLP
DOI: 10.48550/arxiv.2310.13960

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations

Autori: Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg
Pubblicato in: Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020, Pagina/e 91-106
Editore: 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

Autori: Mor Geva; Avi Caciularu; Guy Dar; Paul Roit; Shoval Sadde; Micah Shlain; Bar Tamir; Yoav Goldberg
Pubblicato in: Crossref, Numero 3, 2022
Editore: EMNLP
DOI: 10.18653/v1/2022.emnlp-demos.2

Conjunct Resolution in the Face of Verbal Omissions

Autori: Royi Rassin; Yoav Goldberg; Reut Tsarfaty
Pubblicato in: Crossref, Numero 5, 2023
Editore: ACL
DOI: 10.18653/v1/2023.acl-long.762

Lexical Generalization Improves with Larger Models and Longer Training

Autori: Elron Bandel; Yoav Goldberg; Yanai Elazar
Pubblicato in: Crossref, Numero 10, 2022
Editore: EMNLP
DOI: 10.18653/v1/2022.findings-emnlp.323

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

Autori: Aviv Weinstein; Yoav Goldberg
Pubblicato in: Crossref, Numero 7, 2023
Editore: ACL
DOI: 10.18653/v1/2023.findings-acl.184

Ham2Pose: Animating Sign Language Notation into Pose Sequences

Autori: Rotem Shalev Arkushin; Amit Moryossef; Ohad Fried
Pubblicato in: Crossref, Numero 8, 2023
Editore: CVPR
DOI: 10.1109/cvpr52729.2023.02016

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Autori: Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 7237-7256
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.647

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

Autori: Yoav Goldberg; Yova Kementchedjhieva; Hila Gonen
Pubblicato in: CoNLL, Numero 1, 2019, Pagina/e 463-471
Editore: CoNLL
DOI: 10.18653/v1/k19-1043

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

Autori: Uri Katz, Mosh Levy, Yoav Goldberg
Pubblicato in: Findings of the Association for Computational Linguistics: EMNLP 2024, 2024, Pagina/e 8838-8855
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-emnlp.516

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

Autori: Zaken, Elad Ben; Ravfogel, Shauli; Goldberg, Yoav
Pubblicato in: ACL, 2022
Editore: ACL
DOI: 10.48550/arxiv.2106.10199

HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark

Autori: Amir Cohen, Hilla Merhav-Fine, Yoav Goldberg, Reut Tsarfaty
Pubblicato in: Findings of the Association for Computational Linguistics: EMNLP 2023, 2023, Pagina/e 13693-13705
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.findings-emnlp.915

Evaluating D-MERIT of Partial-annotation on Information Retrieval

Autori: Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg
Pubblicato in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024, Pagina/e 2913-2932
Editore: 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

Autori: Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama
Pubblicato in: EACL, 2021, Pagina/e 581–592
Editore: ACL
DOI: 10.18653/v1/2021.eacl-main.47

A Formal Hierarchy of RNN Architectures

Autori: William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 443-459
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.43

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

Autori: Moryossef, Amit; Müller, Mathias; Göhring, Anne; Jiang, Zifan; Goldberg, Yoav; Ebling, Sarah
Pubblicato in: Numero 4, 2023
Editore: European Association for Machine Translation
DOI: 10.48550/arxiv.2305.17714

A Two-Stage Masked LM Method for Term Set Expansion

Autori: Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 6829-6835
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.610

Log-linear Guardedness and its Implications

Autori: Shauli Ravfogel; Yoav Goldberg; Ryan Cotterell
Pubblicato in: Crossref, Numero 10, 2023
Editore: ACL
DOI: 10.18653/v1/2023.acl-long.523

The Extraordinary Failure of Complement Coercion Crowdsourcing

Autori: Yanai Elazar, Victoria Basmov, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty
Pubblicato in: Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020, Pagina/e 106-116
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.insights-1.17

Learning Deterministic Weighted Automata with Queries and Counterexamples

Autori: Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Pubblicato in: Proc. of NeurIPS, Numero 2, 2019
Editore: NeurIPS

Kernelized Concept Erasure

Autori: Ravfogel, Shauli; Vargas, Francisco; Goldberg, Yoav; Cotterell, Ryan
Pubblicato in: Numero 1, 2022
Editore: EMNLP
DOI: 10.48550/arxiv.2201.12191

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data

Autori: Shachar Rosenman, Alon Jacovi, Yoav Goldberg
Pubblicato in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Pagina/e 3702-3710
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.302

Neighboring Words Affect Human Interpretation of Saliency Explanations

Autori: Alon Jacovi; Hendrik Schuff; Heike Adel; Ngoc Thang Vu; Yoav Goldberg
Pubblicato in: Crossref, Numero 4, 2023
Editore: ACL
DOI: 10.18653/v1/2023.findings-acl.750

Neural Extractive Search

Autori: Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg
Pubblicato in: Proceedings of ACL, 2021, Pagina/e 210--217
Editore: 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

Autori: Talmor, Alon; Tafjord, Oyvind; Clark, Peter; Goldberg, Yoav; Berant, Jonathan
Pubblicato in: NeurIPS, Numero 1, 2020
Editore: NeurIPS

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

Autori: Levy, Mosh; Ravfogel, Shauli; Goldberg, Yoav
Pubblicato in: Numero 1, 2023
Editore: EMNLP
DOI: 10.48550/arxiv.2310.18360

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

Autori: Jacovi, Alon; Caciularu, Avi; Goldman, Omer; Goldberg, Yoav
Pubblicato in: Numero 1, 2023
Editore: EMNLP
DOI: 10.48550/arxiv.2305.10160

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

Autori: Hila Gonen; Ganesh Jawahar; Djamé Seddah; Yoav Goldberg
Pubblicato 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⟩", Numero 1, 2020
Editore: ACL
DOI: 10.18653/v1/2020.acl-main.51

pyBART: Evidence-based Syntactic Transformations for IE

Autori: Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Pagina/e 47-55
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-demos.7

Diagnosing AI Explanation Methods with Folk Concepts of Behavior

Autori: Alon Jacovi; Jasmijn Bastings; Sebastian Gehrmann; Yoav Goldberg; Katja Filippova
Pubblicato in: Crossref, Numero 9, 2023
Editore: ACM FaCCT
DOI: 10.1145/3593013.3593993

Analyzing Gender Representation in Multilingual Models

Autori: Hila Gonen, Shauli Ravfogel, Yoav Goldberg
Pubblicato in: Representation Learning for NLP, Numero 7, 2022, Pagina/e 67–77
Editore: ACL
DOI: 10.18653/v1/2022.repl4nlp-1.8

Thinking Like Transformers

Autori: Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Pubblicato in: Proc. of ICML, Numero 2, 2021
Editore: PMLR

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

Autori: Mosh Levy, Alon Jacoby, Yoav Goldberg
Pubblicato in: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024, Pagina/e 15339-15353
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2024.acl-long.818

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

Autori: Rassin, Royi; Hirsch, Eran; Glickman, Daniel; Ravfogel, Shauli; Goldberg, Yoav; Chechik, Gal
Pubblicato in: Numero 1, 2023
Editore: NeurIPS
DOI: 10.48550/arxiv.2306.08877

Hebrew Psychological Lexicons

Autori: 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,
Pubblicato in: Proc of CL-Psych, 2021
Editore: 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

Autori: Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg
Pubblicato in: Proc. of CoNLL, 2021
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2021.conll-1.15

Compressing Pre-trained Language Models by Matrix Decomposition

Autori: Matan Ben Noach, Yoav Goldberg
Pubblicato in: Proc. of AACL, 2020
Editore: Assoc for Computational Linguistics

Large Scale Substitution-based Word Sense Induction

Autori: Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg
Pubblicato in: ACL, 2022, Pagina/e 4738–4752
Editore: ACL
DOI: 10.18653/v1/2022.acl-long.325

Bootstrapping Relation Extractors using Syntactic Search by Examples

Autori: Matan Eyal; Asaf Amrami; Hillel Taub-Tabib; Yoav Goldberg
Pubblicato in: EACL, Numero 1, 2021
Editore: Assoc for Computational Linguistics
DOI: 10.18653/v1/2021.eacl-main.128

Asking It All: Generating Contextualized Questions for any Semantic Role

Autori: Valentina Pyatkin; Paul Roit; Julian Michael; Yoav Goldberg; Reut Tsarfaty; Ido Dagan
Pubblicato in: Proc. of EMNLP, Numero 2, 2021
Editore: 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

Autori: Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg
Pubblicato in: Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020, Pagina/e 45-56
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.blackboxnlp-1.5

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

Autori: Alon Jacovi, Yoav Goldberg
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 4198-4205
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.386

Prerequisites, Causes and Goals of Human Trust in AI

Autori: Alon Jacovi; Ana Marasović; Tim Miller; Yoav Goldberg
Pubblicato in: FAccT, Numero 2, 2021
Editore: ACM
DOI: 10.1145/3442188.3445923

Peer reviewed articles (8)

NoviCode: Generating Programs from Natural Language Utterances by Novices

Autori: Asaf Achi Mordechai, Yoav Goldberg, Reut Tsarfaty
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero 12, 2024, Pagina/e 1330-1345, ISSN 2307-387X
Editore: MIT Press
DOI: 10.1162/tacl_a_00694

Measuring and Improving Consistency in Pretrained Language Models

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

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

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

Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals

Autori: Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg
Pubblicato in: Transactions of the Association for Computational Linguistics, 2021, ISSN 2307-387X
Editore: MIT Press
DOI: 10.1162/tacl_a_00359

oLMpics-On What Language Model Pre-training Captures

Autori: Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero 8, 2020, Pagina/e 743-758, ISSN 2307-387X
Editore: Association for Computational Linguistics
DOI: 10.1162/tacl_a_00342

Identifying symptom etiologies using syntactic patterns and large language models

Autori: 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
Pubblicato in: Scientific Reports, Numero 14, 2024, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-024-65645-6

Aligning Faithful Interpretations with their Social Attribution

Autori: Alon Jacovi, Yoav Goldberg
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero 9, 2020, Pagina/e 294–310, ISSN 2307-387X
Editore: MIT Press
DOI: 10.1162/tacl_a_00367

Text-based NP Enrichment

Autori: Yanai Elazar; Victoria Basmov*; Yoav Goldberg; Reut Tsarfaty
Pubblicato in: Crossref, Numero 7, 2022, ISSN 2307-387X
Editore: MIT Press
DOI: 10.1162/tacl_a_00488