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Yoav Goldberg

Bar Ilan University and Allen Institute for Artificial Intelligence

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

Jun 22, 2021
Elad Ben Zaken, Shauli Ravfogel, Yoav Goldberg

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Thinking Like Transformers

Jun 13, 2021
Gail Weiss, Yoav Goldberg, Eran Yahav

* ICML 2021 

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Neural Extractive Search

Jun 08, 2021
Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg

* Accepted as a demo paper in ACL2021 

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

May 19, 2021
Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg

* Equal contribution by SR and GP. Uploaded new version to fix typo in the abstract 

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Data Augmentation for Sign Language Gloss Translation

May 16, 2021
Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg

* 4 pages, 1 page abstract 

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Including Signed Languages in Natural Language Processing

May 11, 2021
Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg, Malihe Alikhani

* Accepted as a Theme paper to ACL 2021 

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Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?

Apr 22, 2021
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace

* NAACL Camera Ready Submission 

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Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand?

Apr 22, 2021
William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith

* Accepted at TACL; pre-MIT Press publication version 

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Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes

Apr 17, 2021
Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan

* Accepted to TACL 2021 

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Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema

Apr 16, 2021
Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth

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Contrastive Explanations for Model Interpretability

Mar 02, 2021
Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg

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Bootstrapping Relation Extractors using Syntactic Search by Examples

Feb 09, 2021
Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg

* EACL 2021 

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Measuring and Improving Consistency in Pretrained Language Models

Feb 01, 2021
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard Hovy, Hinrich Schütze, Yoav Goldberg

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A simple geometric proof for the benefit of depth in ReLU networks

Jan 18, 2021
Asaf Amrami, Yoav Goldberg

* 9 pages, 5 figures 

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Facts2Story: Controlling Text Generation by Key Facts

Dec 08, 2020
Eyal Orbach, Yoav Goldberg

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Parameter Norm Growth During Training of Transformers

Nov 11, 2020
William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah Smith

* Preprint. 9 body pages with appendix 

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

Oct 16, 2020
Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg

* BlackboxNLP 2020 

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Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI

Oct 15, 2020
Alon Jacovi, Ana Marasović, Tim Miller, Yoav Goldberg

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The Extraordinary Failure of Complement Coercion Crowdsourcing

Oct 12, 2020
Yanai Elazar, Victoria Basmov, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty

* Workshop on Insights from Negative Results in NLP, co-located with EMNLP 2020 

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Unsupervised Distillation of Syntactic Information from Contextualized Word Representations

Oct 11, 2020
Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg

* Accepted in [email protected] 

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Relation Extraction as Two-way Span-Prediction

Oct 09, 2020
Amir DN Cohen, Shachar Rosenman, Yoav Goldberg

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Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data

Oct 07, 2020
Shachar Rosenman, Alon Jacovi, Yoav Goldberg

* Accepted as a short paper in EMNLP 2020 

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Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge

Jun 19, 2020
Alon Talmor, Oyvind Tafjord, Peter Clark, Yoav Goldberg, Jonathan Berant

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Interactive Extractive Search over Biomedical Corpora

Jun 07, 2020
Hillel Taub-Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg

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Syntactic Search by Example

Jun 04, 2020
Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg

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pyBART: Evidence-based Syntactic Transformations for IE

Jun 04, 2020
Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty

* Accepted ACL2020 system demonstration paper 

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