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Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions


Jul 28, 2022
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg


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Text-based NP Enrichment


Sep 24, 2021
Yanai Elazar, Victoria Basmov, Yoav Goldberg, Reut Tsarfaty


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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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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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First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT


Jan 26, 2021
Benjamin Muller, Yanai Elazar, Benoît Sagot, Djamé Seddah

* Accepted at EACL 2021 

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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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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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Do Language Embeddings Capture Scales?


Oct 11, 2020
Xikun Zhang, Deepak Ramachandran, Ian Tenney, Yanai Elazar, Dan Roth

* Accepted at EMNLP Findings 2020 and EMNLP BlackboxNLP workshop 2020 

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