Information Extraction for Everyone

Información del proyecto

iEXTRACT

Identificador del acuerdo de subvención: 802774

DOI

10.3030/802774

Proyecto cerrado

Fecha de la firma de la CE 30 Abril 2019

Fecha de inicio 1 Mayo 2019

Fecha de finalización 30 Abril 2025

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 1 499 354,00

Aportación de la UE

€ 1 499 354,00

Coordinado por

BAR ILAN UNIVERSITY
Israel

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (53)

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

Autores: Itay Yair; Hillel Taub-Tabib; Yoav Goldberg
Publicado en: Crossref, Edición 5, 2023
Editor: ACL
DOI: 10.18653/v1/2023.acl-demo.27

Syntactic Search by Example

Autores: Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg
Publicado en: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Página(s) 17-23
Editor: 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

Autores: Royi Rassin; Shauli Ravfogel; Yoav Goldberg
Publicado en: Crossref, Edición 7, 2022
Editor: ACL/BlackboxNLP
DOI: 10.18653/v1/2022.blackboxnlp-1.28

A Dataset for N-ary Relation Extraction of Drug Combinations

Autores: Aryeh Tiktinsky; Vijay Viswanathan; Danna Niezni; Dana Meron Azagury; Yosi Shamay; Hillel Taub-Tabib; Tom Hope; Yoav Goldberg
Publicado en: Crossref, Edición 8, 2022
Editor: NAACL
DOI: 10.18653/v1/2022.naacl-main.233

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

Autores: Otmazgin, Shon; Cattan, Arie; Goldberg, Yoav
Publicado en: Edición 3, 2022
Editor: AACL
DOI: 10.48550/arxiv.2209.04280

Contrastive Explanations for Model Interpretability

Autores: Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg
Publicado en: EMNLP, 2021, Página(s) 1597–1611
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.120

Conformal Nucleus Sampling

Autores: Shauli Ravfogel; Yoav Goldberg; Jacob Goldberger
Publicado en: Crossref, Edición 5, 2023
Editor: ACL
DOI: 10.18653/v1/2023.findings-acl.3

Interactive Extractive Search over Biomedical Corpora

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

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

Autores: Katz, Uri; Vetzler, Matan; Cohen, Amir DN; Goldberg, Yoav
Publicado en: Edición 7, 2023
Editor: EMNLP
DOI: 10.48550/arxiv.2310.14282

Human Interpretation of Saliency-based Explanation Over Text

Autores: Hendrik Schuff; Alon Jacovi; Heike Adel; Yoav Goldberg; Ngoc Thang Vu
Publicado en: Crossref, Edición 1, 2022
Editor: ACM FaCCT
DOI: 10.1145/3531146.3533127

Linguistically Motivated Sign Language Segmentation

Autores: Moryossef, Amit; Jiang, Zifan; Müller, Mathias; Ebling, Sarah; Goldberg, Yoav
Publicado en: Edición 4, 2023
Editor: EMNLP
DOI: 10.48550/arxiv.2310.13960

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations

Autores: Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg
Publicado en: Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020, Página(s) 91-106
Editor: 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

Autores: Mor Geva; Avi Caciularu; Guy Dar; Paul Roit; Shoval Sadde; Micah Shlain; Bar Tamir; Yoav Goldberg
Publicado en: Crossref, Edición 3, 2022
Editor: EMNLP
DOI: 10.18653/v1/2022.emnlp-demos.2

Conjunct Resolution in the Face of Verbal Omissions

Autores: Royi Rassin; Yoav Goldberg; Reut Tsarfaty
Publicado en: Crossref, Edición 5, 2023
Editor: ACL
DOI: 10.18653/v1/2023.acl-long.762

Lexical Generalization Improves with Larger Models and Longer Training

Autores: Elron Bandel; Yoav Goldberg; Yanai Elazar
Publicado en: Crossref, Edición 10, 2022
Editor: EMNLP
DOI: 10.18653/v1/2022.findings-emnlp.323

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

Autores: Aviv Weinstein; Yoav Goldberg
Publicado en: Crossref, Edición 7, 2023
Editor: ACL
DOI: 10.18653/v1/2023.findings-acl.184

Ham2Pose: Animating Sign Language Notation into Pose Sequences

Autores: Rotem Shalev Arkushin; Amit Moryossef; Ohad Fried
Publicado en: Crossref, Edición 8, 2023
Editor: CVPR
DOI: 10.1109/cvpr52729.2023.02016

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Autores: Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg
Publicado en: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Página(s) 7237-7256
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.647

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

Autores: Yoav Goldberg; Yova Kementchedjhieva; Hila Gonen
Publicado en: CoNLL, Edición 1, 2019, Página(s) 463-471
Editor: CoNLL
DOI: 10.18653/v1/k19-1043

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

Autores: Uri Katz, Mosh Levy, Yoav Goldberg
Publicado en: Findings of the Association for Computational Linguistics: EMNLP 2024, 2024, Página(s) 8838-8855
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2024.findings-emnlp.516

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

Autores: Zaken, Elad Ben; Ravfogel, Shauli; Goldberg, Yoav
Publicado en: ACL, 2022
Editor: ACL
DOI: 10.48550/arxiv.2106.10199

HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark

Autores: Amir Cohen, Hilla Merhav-Fine, Yoav Goldberg, Reut Tsarfaty
Publicado en: Findings of the Association for Computational Linguistics: EMNLP 2023, 2023, Página(s) 13693-13705
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2023.findings-emnlp.915

Evaluating D-MERIT of Partial-annotation on Information Retrieval

Autores: Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg
Publicado en: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024, Página(s) 2913-2932
Editor: 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

Autores: Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama
Publicado en: EACL, 2021, Página(s) 581–592
Editor: ACL
DOI: 10.18653/v1/2021.eacl-main.47

A Formal Hierarchy of RNN Architectures

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

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

Autores: Moryossef, Amit; Müller, Mathias; Göhring, Anne; Jiang, Zifan; Goldberg, Yoav; Ebling, Sarah
Publicado en: Edición 4, 2023
Editor: European Association for Machine Translation
DOI: 10.48550/arxiv.2305.17714

A Two-Stage Masked LM Method for Term Set Expansion

Autores: Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg
Publicado en: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Página(s) 6829-6835
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.610

Log-linear Guardedness and its Implications

Autores: Shauli Ravfogel; Yoav Goldberg; Ryan Cotterell
Publicado en: Crossref, Edición 10, 2023
Editor: ACL
DOI: 10.18653/v1/2023.acl-long.523

The Extraordinary Failure of Complement Coercion Crowdsourcing

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

Learning Deterministic Weighted Automata with Queries and Counterexamples

Autores: Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Publicado en: Proc. of NeurIPS, Edición 2, 2019
Editor: NeurIPS

Kernelized Concept Erasure

Autores: Ravfogel, Shauli; Vargas, Francisco; Goldberg, Yoav; Cotterell, Ryan
Publicado en: Edición 1, 2022
Editor: EMNLP
DOI: 10.48550/arxiv.2201.12191

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data

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

Neighboring Words Affect Human Interpretation of Saliency Explanations

Autores: Alon Jacovi; Hendrik Schuff; Heike Adel; Ngoc Thang Vu; Yoav Goldberg
Publicado en: Crossref, Edición 4, 2023
Editor: ACL
DOI: 10.18653/v1/2023.findings-acl.750

Neural Extractive Search

Autores: Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg
Publicado en: Proceedings of ACL, 2021, Página(s) 210--217
Editor: 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

Autores: Talmor, Alon; Tafjord, Oyvind; Clark, Peter; Goldberg, Yoav; Berant, Jonathan
Publicado en: NeurIPS, Edición 1, 2020
Editor: NeurIPS

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

Autores: Levy, Mosh; Ravfogel, Shauli; Goldberg, Yoav
Publicado en: Edición 1, 2023
Editor: EMNLP
DOI: 10.48550/arxiv.2310.18360

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

Autores: Jacovi, Alon; Caciularu, Avi; Goldman, Omer; Goldberg, Yoav
Publicado en: Edición 1, 2023
Editor: EMNLP
DOI: 10.48550/arxiv.2305.10160

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

Autores: Hila Gonen; Ganesh Jawahar; Djamé Seddah; Yoav Goldberg
Publicado en: "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⟩", Edición 1, 2020
Editor: ACL
DOI: 10.18653/v1/2020.acl-main.51

pyBART: Evidence-based Syntactic Transformations for IE

Autores: Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty
Publicado en: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Página(s) 47-55
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-demos.7

Diagnosing AI Explanation Methods with Folk Concepts of Behavior

Autores: Alon Jacovi; Jasmijn Bastings; Sebastian Gehrmann; Yoav Goldberg; Katja Filippova
Publicado en: Crossref, Edición 9, 2023
Editor: ACM FaCCT
DOI: 10.1145/3593013.3593993

Analyzing Gender Representation in Multilingual Models

Autores: Hila Gonen, Shauli Ravfogel, Yoav Goldberg
Publicado en: Representation Learning for NLP, Edición 7, 2022, Página(s) 67–77
Editor: ACL
DOI: 10.18653/v1/2022.repl4nlp-1.8

Thinking Like Transformers

Autores: Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Publicado en: Proc. of ICML, Edición 2, 2021
Editor: PMLR

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

Autores: Mosh Levy, Alon Jacoby, Yoav Goldberg
Publicado en: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024, Página(s) 15339-15353
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2024.acl-long.818

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

Autores: Rassin, Royi; Hirsch, Eran; Glickman, Daniel; Ravfogel, Shauli; Goldberg, Yoav; Chechik, Gal
Publicado en: Edición 1, 2023
Editor: NeurIPS
DOI: 10.48550/arxiv.2306.08877

Hebrew Psychological Lexicons

Autores: 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,
Publicado en: Proc of CL-Psych, 2021
Editor: 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

Autores: Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg
Publicado en: Proc. of CoNLL, 2021
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2021.conll-1.15

Compressing Pre-trained Language Models by Matrix Decomposition

Autores: Matan Ben Noach, Yoav Goldberg
Publicado en: Proc. of AACL, 2020
Editor: Assoc for Computational Linguistics

Large Scale Substitution-based Word Sense Induction

Autores: Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg
Publicado en: ACL, 2022, Página(s) 4738–4752
Editor: ACL
DOI: 10.18653/v1/2022.acl-long.325

Bootstrapping Relation Extractors using Syntactic Search by Examples

Autores: Matan Eyal; Asaf Amrami; Hillel Taub-Tabib; Yoav Goldberg
Publicado en: EACL, Edición 1, 2021
Editor: Assoc for Computational Linguistics
DOI: 10.18653/v1/2021.eacl-main.128

Asking It All: Generating Contextualized Questions for any Semantic Role

Autores: Valentina Pyatkin; Paul Roit; Julian Michael; Yoav Goldberg; Reut Tsarfaty; Ido Dagan
Publicado en: Proc. of EMNLP, Edición 2, 2021
Editor: 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

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

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

Autores: Alon Jacovi, Yoav Goldberg
Publicado en: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Página(s) 4198-4205
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.386

Prerequisites, Causes and Goals of Human Trust in AI

Autores: Alon Jacovi; Ana Marasović; Tim Miller; Yoav Goldberg
Publicado en: FAccT, Edición 2, 2021
Editor: ACM
DOI: 10.1145/3442188.3445923

Peer reviewed articles (8)

NoviCode: Generating Programs from Natural Language Utterances by Novices

Autores: Asaf Achi Mordechai, Yoav Goldberg, Reut Tsarfaty
Publicado en: Transactions of the Association for Computational Linguistics, Edición 12, 2024, Página(s) 1330-1345, ISSN 2307-387X
Editor: MIT Press
DOI: 10.1162/tacl_a_00694

Measuring and Improving Consistency in Pretrained Language Models

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

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

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

Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals

Autores: Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg
Publicado en: Transactions of the Association for Computational Linguistics, 2021, ISSN 2307-387X
Editor: MIT Press
DOI: 10.1162/tacl_a_00359

oLMpics-On What Language Model Pre-training Captures

Autores: Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
Publicado en: Transactions of the Association for Computational Linguistics, Edición 8, 2020, Página(s) 743-758, ISSN 2307-387X
Editor: Association for Computational Linguistics
DOI: 10.1162/tacl_a_00342

Identifying symptom etiologies using syntactic patterns and large language models

Autores: 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
Publicado en: Scientific Reports, Edición 14, 2024, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-024-65645-6

Aligning Faithful Interpretations with their Social Attribution

Autores: Alon Jacovi, Yoav Goldberg
Publicado en: Transactions of the Association for Computational Linguistics, Edición 9, 2020, Página(s) 294–310, ISSN 2307-387X
Editor: MIT Press
DOI: 10.1162/tacl_a_00367

Text-based NP Enrichment

Autores: Yanai Elazar; Victoria Basmov*; Yoav Goldberg; Reut Tsarfaty
Publicado en: Crossref, Edición 7, 2022, ISSN 2307-387X
Editor: MIT Press
DOI: 10.1162/tacl_a_00488