Information Extraction for Everyone

Publikacje

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

Autorzy: Itay Yair; Hillel Taub-Tabib; Yoav Goldberg
Opublikowane w: Crossref, Numer 5, 2023
Wydawca: ACL
DOI: 10.18653/v1/2023.acl-demo.27

Syntactic Search by Example

Autorzy: Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg
Opublikowane w: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Strona(/y) 17-23
Wydawca: 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

Autorzy: Royi Rassin; Shauli Ravfogel; Yoav Goldberg
Opublikowane w: Crossref, Numer 7, 2022
Wydawca: ACL/BlackboxNLP
DOI: 10.18653/v1/2022.blackboxnlp-1.28

A Dataset for N-ary Relation Extraction of Drug Combinations

Autorzy: Aryeh Tiktinsky; Vijay Viswanathan; Danna Niezni; Dana Meron Azagury; Yosi Shamay; Hillel Taub-Tabib; Tom Hope; Yoav Goldberg
Opublikowane w: Crossref, Numer 8, 2022
Wydawca: NAACL
DOI: 10.18653/v1/2022.naacl-main.233

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

Autorzy: Otmazgin, Shon; Cattan, Arie; Goldberg, Yoav
Opublikowane w: Numer 3, 2022
Wydawca: AACL
DOI: 10.48550/arxiv.2209.04280

Contrastive Explanations for Model Interpretability

Autorzy: Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg
Opublikowane w: EMNLP, 2021, Strona(/y) 1597–1611
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.120

Conformal Nucleus Sampling

Autorzy: Shauli Ravfogel; Yoav Goldberg; Jacob Goldberger
Opublikowane w: Crossref, Numer 5, 2023
Wydawca: ACL
DOI: 10.18653/v1/2023.findings-acl.3

Interactive Extractive Search over Biomedical Corpora

Autorzy: Hillel Taub Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg
Opublikowane w: Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020, Strona(/y) 28-37
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.bionlp-1.3

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

Autorzy: Katz, Uri; Vetzler, Matan; Cohen, Amir DN; Goldberg, Yoav
Opublikowane w: Numer 7, 2023
Wydawca: EMNLP
DOI: 10.48550/arxiv.2310.14282

Human Interpretation of Saliency-based Explanation Over Text

Autorzy: Hendrik Schuff; Alon Jacovi; Heike Adel; Yoav Goldberg; Ngoc Thang Vu
Opublikowane w: Crossref, Numer 1, 2022
Wydawca: ACM FaCCT
DOI: 10.1145/3531146.3533127

Linguistically Motivated Sign Language Segmentation

Autorzy: Moryossef, Amit; Jiang, Zifan; Müller, Mathias; Ebling, Sarah; Goldberg, Yoav
Opublikowane w: Numer 4, 2023
Wydawca: EMNLP
DOI: 10.48550/arxiv.2310.13960

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations

Autorzy: Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg
Opublikowane w: Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020, Strona(/y) 91-106
Wydawca: 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

Autorzy: Mor Geva; Avi Caciularu; Guy Dar; Paul Roit; Shoval Sadde; Micah Shlain; Bar Tamir; Yoav Goldberg
Opublikowane w: Crossref, Numer 3, 2022
Wydawca: EMNLP
DOI: 10.18653/v1/2022.emnlp-demos.2

Conjunct Resolution in the Face of Verbal Omissions

Autorzy: Royi Rassin; Yoav Goldberg; Reut Tsarfaty
Opublikowane w: Crossref, Numer 5, 2023
Wydawca: ACL
DOI: 10.18653/v1/2023.acl-long.762

Lexical Generalization Improves with Larger Models and Longer Training

Autorzy: Elron Bandel; Yoav Goldberg; Yanai Elazar
Opublikowane w: Crossref, Numer 10, 2022
Wydawca: EMNLP
DOI: 10.18653/v1/2022.findings-emnlp.323

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

Autorzy: Aviv Weinstein; Yoav Goldberg
Opublikowane w: Crossref, Numer 7, 2023
Wydawca: ACL
DOI: 10.18653/v1/2023.findings-acl.184

Ham2Pose: Animating Sign Language Notation into Pose Sequences

Autorzy: Rotem Shalev Arkushin; Amit Moryossef; Ohad Fried
Opublikowane w: Crossref, Numer 8, 2023
Wydawca: CVPR
DOI: 10.1109/cvpr52729.2023.02016

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Autorzy: Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg
Opublikowane w: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Strona(/y) 7237-7256
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.647

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

Autorzy: Yoav Goldberg; Yova Kementchedjhieva; Hila Gonen
Opublikowane w: CoNLL, Numer 1, 2019, Strona(/y) 463-471
Wydawca: CoNLL
DOI: 10.18653/v1/k19-1043

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

Autorzy: Zaken, Elad Ben; Ravfogel, Shauli; Goldberg, Yoav
Opublikowane w: ACL, 2022
Wydawca: ACL
DOI: 10.48550/arxiv.2106.10199

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

Autorzy: Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama
Opublikowane w: EACL, 2021, Strona(/y) 581–592
Wydawca: ACL
DOI: 10.18653/v1/2021.eacl-main.47

A Formal Hierarchy of RNN Architectures

Autorzy: William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav
Opublikowane w: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Strona(/y) 443-459
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.43

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

Autorzy: Moryossef, Amit; Müller, Mathias; Göhring, Anne; Jiang, Zifan; Goldberg, Yoav; Ebling, Sarah
Opublikowane w: Numer 4, 2023
Wydawca: European Association for Machine Translation
DOI: 10.48550/arxiv.2305.17714

A Two-Stage Masked LM Method for Term Set Expansion

Autorzy: Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg
Opublikowane w: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Strona(/y) 6829-6835
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.610

Log-linear Guardedness and its Implications

Autorzy: Shauli Ravfogel; Yoav Goldberg; Ryan Cotterell
Opublikowane w: Crossref, Numer 10, 2023
Wydawca: ACL
DOI: 10.18653/v1/2023.acl-long.523

The Extraordinary Failure of Complement Coercion Crowdsourcing

Autorzy: Yanai Elazar, Victoria Basmov, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty
Opublikowane w: Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020, Strona(/y) 106-116
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.insights-1.17

Learning Deterministic Weighted Automata with Queries and Counterexamples

Autorzy: Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Opublikowane w: Proc. of NeurIPS, Numer 2, 2019
Wydawca: NeurIPS

Kernelized Concept Erasure

Autorzy: Ravfogel, Shauli; Vargas, Francisco; Goldberg, Yoav; Cotterell, Ryan
Opublikowane w: Numer 1, 2022
Wydawca: EMNLP
DOI: 10.48550/arxiv.2201.12191

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data

Autorzy: Shachar Rosenman, Alon Jacovi, Yoav Goldberg
Opublikowane w: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Strona(/y) 3702-3710
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.302

Neighboring Words Affect Human Interpretation of Saliency Explanations

Autorzy: Alon Jacovi; Hendrik Schuff; Heike Adel; Ngoc Thang Vu; Yoav Goldberg
Opublikowane w: Crossref, Numer 4, 2023
Wydawca: ACL
DOI: 10.18653/v1/2023.findings-acl.750

Neural Extractive Search

Autorzy: Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg
Opublikowane w: Proceedings of ACL, 2021, Strona(/y) 210--217
Wydawca: 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

Autorzy: Talmor, Alon; Tafjord, Oyvind; Clark, Peter; Goldberg, Yoav; Berant, Jonathan
Opublikowane w: NeurIPS, Numer 1, 2020
Wydawca: NeurIPS

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

Autorzy: Levy, Mosh; Ravfogel, Shauli; Goldberg, Yoav
Opublikowane w: Numer 1, 2023
Wydawca: EMNLP
DOI: 10.48550/arxiv.2310.18360

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

Autorzy: Jacovi, Alon; Caciularu, Avi; Goldman, Omer; Goldberg, Yoav
Opublikowane w: Numer 1, 2023
Wydawca: EMNLP
DOI: 10.48550/arxiv.2305.10160

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

Autorzy: Hila Gonen; Ganesh Jawahar; Djamé Seddah; Yoav Goldberg
Opublikowane w: "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⟩", Numer 1, 2020
Wydawca: ACL
DOI: 10.18653/v1/2020.acl-main.51

pyBART: Evidence-based Syntactic Transformations for IE

Autorzy: Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty
Opublikowane w: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020, Strona(/y) 47-55
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-demos.7

Diagnosing AI Explanation Methods with Folk Concepts of Behavior

Autorzy: Alon Jacovi; Jasmijn Bastings; Sebastian Gehrmann; Yoav Goldberg; Katja Filippova
Opublikowane w: Crossref, Numer 9, 2023
Wydawca: ACM FaCCT
DOI: 10.1145/3593013.3593993

Analyzing Gender Representation in Multilingual Models

Autorzy: Hila Gonen, Shauli Ravfogel, Yoav Goldberg
Opublikowane w: Representation Learning for NLP, Numer 7, 2022, Strona(/y) 67–77
Wydawca: ACL
DOI: 10.18653/v1/2022.repl4nlp-1.8

Thinking Like Transformers

Autorzy: Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Opublikowane w: Proc. of ICML, Numer 2, 2021
Wydawca: PMLR

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

Autorzy: Rassin, Royi; Hirsch, Eran; Glickman, Daniel; Ravfogel, Shauli; Goldberg, Yoav; Chechik, Gal
Opublikowane w: Numer 1, 2023
Wydawca: NeurIPS
DOI: 10.48550/arxiv.2306.08877

Hebrew Psychological Lexicons

Autorzy: 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,
Opublikowane w: Proc of CL-Psych, 2021
Wydawca: 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

Autorzy: Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg
Opublikowane w: Proc. of CoNLL, 2021
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2021.conll-1.15

Compressing Pre-trained Language Models by Matrix Decomposition

Autorzy: Matan Ben Noach, Yoav Goldberg
Opublikowane w: Proc. of AACL, 2020
Wydawca: Assoc for Computational Linguistics

Large Scale Substitution-based Word Sense Induction

Autorzy: Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg
Opublikowane w: ACL, 2022, Strona(/y) 4738–4752
Wydawca: ACL
DOI: 10.18653/v1/2022.acl-long.325

Bootstrapping Relation Extractors using Syntactic Search by Examples

Autorzy: Matan Eyal; Asaf Amrami; Hillel Taub-Tabib; Yoav Goldberg
Opublikowane w: EACL, Numer 1, 2021
Wydawca: Assoc for Computational Linguistics
DOI: 10.18653/v1/2021.eacl-main.128

Asking It All: Generating Contextualized Questions for any Semantic Role

Autorzy: Valentina Pyatkin; Paul Roit; Julian Michael; Yoav Goldberg; Reut Tsarfaty; Ido Dagan
Opublikowane w: Proc. of EMNLP, Numer 2, 2021
Wydawca: 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

Autorzy: Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg
Opublikowane w: Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020, Strona(/y) 45-56
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.blackboxnlp-1.5

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

Autorzy: Alon Jacovi, Yoav Goldberg
Opublikowane w: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Strona(/y) 4198-4205
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.386

Prerequisites, Causes and Goals of Human Trust in AI

Autorzy: Alon Jacovi; Ana Marasović; Tim Miller; Yoav Goldberg
Opublikowane w: FAccT, Numer 2, 2021
Wydawca: ACM
DOI: 10.1145/3442188.3445923

Measuring and Improving Consistency in Pretrained Language Models

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

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

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

Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals

Autorzy: Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg
Opublikowane w: Transactions of the Association for Computational Linguistics, 2021, ISSN 2307-387X
Wydawca: MIT Press
DOI: 10.1162/tacl_a_00359

oLMpics-On What Language Model Pre-training Captures

Autorzy: Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
Opublikowane w: Transactions of the Association for Computational Linguistics, Numer 8, 2020, Strona(/y) 743-758, ISSN 2307-387X
Wydawca: Association for Computational Linguistics
DOI: 10.1162/tacl_a_00342

Aligning Faithful Interpretations with their Social Attribution

Autorzy: Alon Jacovi, Yoav Goldberg
Opublikowane w: Transactions of the Association for Computational Linguistics, Numer 9, 2020, Strona(/y) 294–310, ISSN 2307-387X
Wydawca: MIT Press
DOI: 10.1162/tacl_a_00367

Text-based NP Enrichment

Autorzy: Yanai Elazar; Victoria Basmov*; Yoav Goldberg; Reut Tsarfaty
Opublikowane w: Crossref, Numer 7, 2022, ISSN 2307-387X
Wydawca: MIT Press
DOI: 10.1162/tacl_a_00488

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