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Publications

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

Author(s): Natalie Shapira, Gal Lazarus, Yoav Goldberg, Eva Gilboa-Schechtman, Rivka Tuval-Mashiach, Daniel Juravski, Dana Atzil-Slonim
Published in: Journal of Counseling Psychology, 2020, ISSN 0022-0167
DOI: 10.1037/cou0000440

oLMpics-On What Language Model Pre-training Captures

Author(s): Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
Published in: Transactions of the Association for Computational Linguistics, Issue 8, 2020, Page(s) 743-758, ISSN 2307-387X
DOI: 10.1162/tacl_a_00342

Thinking like Transformers

Author(s): Gail Weiss, Eran Yahav, Yoav Goldberg
Published in: Proceedings of Machine Learning Research, Issue Yearly, 2021, Page(s) 11080--11090

Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge

Author(s): Talmor, Alon; Tafjord, Oyvind; Clark, Peter; Goldberg, Yoav; Berant, Jonathan
Published in: NeurIPS, Issue 1, 2020

Learning Deterministic Weighted Automata with Queries and Counterexamples

Author(s): Weiss, Gail; Goldberg, Yoav; Yahav, Eran
Published in: NeurIPS, Issue 2019, 2019, Page(s) 8558-8569