Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yoav Goldberg

Yoav Goldberg

Bar Ilan University and Allen Institute for Artificial Intelligence

Asking It All: Generating Contextualized Questions for any Semantic Role


Sep 10, 2021
Valentina Pyatkin, Paul Roit, Julian Michael, Reut Tsarfaty, Yoav Goldberg, Ido Dagan

* Accepted as a long paper to EMNLP 2021, Main Conference 

  Access Paper or Ask Questions

On the Power of Saturated Transformers: A View from Circuit Complexity


Jun 30, 2021
William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith

* Preprint 

  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

Thinking Like Transformers


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

* ICML 2021 

  Access Paper or Ask Questions

Neural Extractive Search


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

* Accepted as a demo paper in ACL2021 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Data Augmentation for Sign Language Gloss Translation


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

* 4 pages, 1 page abstract 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Contrastive Explanations for Model Interpretability


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


  Access Paper or Ask Questions

Bootstrapping Relation Extractors using Syntactic Search by Examples


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

* EACL 2021 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


Jan 18, 2021
Asaf Amrami, Yoav Goldberg

* 9 pages, 5 figures 

  Access Paper or Ask Questions

Facts2Story: Controlling Text Generation by Key Facts


Dec 08, 2020
Eyal Orbach, Yoav Goldberg


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations


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

* Accepted in [email protected] 

  Access Paper or Ask Questions

Relation Extraction as Two-way Span-Prediction


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge


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


  Access Paper or Ask Questions

Interactive Extractive Search over Biomedical Corpora


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


  Access Paper or Ask Questions