Jonathan Berant

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Alon TalmorFounder and CEO of Ask-AIVerified email at ask-ai.com
Mor GevaTel Aviv University, Google ResearchVerified email at tauex.tau.ac.il
Jonathan HerzigResearch Scientist, GoogleVerified email at google.com
Ido DaganProfessor, Computer Science Department, Bar-Ilan UniversityVerified email at cs.biu.ac.il
Amir GlobersonTel Aviv UniversityVerified email at post.tau.ac.il
Ben BoginAllen Institute for AI / University of WashingtonVerified email at allenai.org
Matt GardnerScaled CognitionVerified email at scaledcognition.com
Percy LiangAssociate Professor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Ankit GuptaIBM ResearchVerified email at ibm.com
Yoav GoldbergProfessor, Bar Ilan University. Research Director, AI2-IsraelVerified email at cs.biu.ac.il
Tomer WolfsonTel Aviv UniversityVerified email at mail.tau.ac.il
Ori YoranTel-Aviv UniversityVerified email at mail.tau.ac.il
Jacob GoldbergerProf. of Elec. Engineering, Bar-Ilan University, IsraelVerified email at biu.ac.il
Omer LevyTel Aviv University; Meta AIVerified email at cs.tau.ac.il
Gal ChechikBar Ilan University, NVIDIAVerified email at biu.ac.il
Idan SzpektorGoogle ResearchVerified email at google.com
Quoc V. LeResearch Scientist, GoogleVerified email at stanford.edu
Ni LaoGoogleVerified email at cs.cmu.edu
Ohad RubinTel Aviv UniversityVerified email at mail.tau.ac.il
Chen LiangGoogle BrainVerified email at google.com

Jonathan Berant

Associate Professor, Tel-Aviv University

Verified email at cs.tau.ac.il - Homepage

Natural Language Processing Machine Learning


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Semantic parsing on freebase from question-answer pairs J Berant, A Chou, R Frostig, P Liang Proceedings of the 2013 conference on empirical methods in natural language …, 2013	1986	2013
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge A Talmor, J Herzig, N Lourie, J Berant NAACL 2019, 2018	826	2018
Semantic parsing via paraphrasing J Berant, P Liang Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014	661	2014
The web as a knowledge-base for answering complex questions A Talmor, J Berant NAACL 2018, 2018	459	2018
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022	439	2022
Neural symbolic machines: Learning semantic parsers on freebase with weak supervision C Liang, J Berant, Q Le, KD Forbus, N Lao ACL, 2016	426	2016
Evaluating models' local decision boundaries via contrast sets M Gardner, Y Artzi, V Basmova, J Berant, B Bogin, S Chen, P Dasigi, ... arXiv preprint arXiv:2004.02709, 2020	388	2020
Building a semantic parser overnight Y Wang, J Berant, P Liang Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015	376	2015
Are we modeling the task or the annotator? an investigation of annotator bias in natural language understanding datasets M Geva, Y Goldberg, J Berant EMNLP 2019, 2019	296	2019
Modeling biological processes for reading comprehension J Berant, V Srikumar, PC Chen, A Vander Linden, B Harding, B Huang, ... Proceedings of the 2014 conference on empirical methods in natural language …, 2014	241	2014
Learning To Retrieve Prompts for In-Context Learning O Rubin, J Herzig, J Berant NAACL 2022, 2021	225	2021
Transformer feed-forward layers are key-value memories M Geva, R Schuster, J Berant, O Levy EMNLP 2021, 0	201*
Coarse-to-fine question answering for long documents E Choi, D Hewlett, J Uszkoreit, I Polosukhin, A Lacoste, J Berant Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017	195*	2017
oLMpics-on what language model pre-training captures A Talmor, Y Elazar, Y Goldberg, J Berant Transactions of the Association for Computational Linguistics 8, 743-758, 2020	194	2020
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies M Geva, D Khashabi, E Segal, T Khot, D Roth, J Berant TACL 2021, 2021	193	2021
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension A Talmor, J Berant ACL, 2019	189	2019
Injecting Numerical Reasoning Skills into Language Models M Geva, A Gupta, J Berant ACL 2020, 2020	170	2020
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing B Bogin, M Gardner, J Berant ACL, 2019	170	2019
Global learning of typed entailment rules J Berant, I Dagan, J Goldberger Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011	166	2011
Memory augmented policy optimization for program synthesis and semantic parsing C Liang, M Norouzi, J Berant, QV Le, N Lao Advances in Neural Information Processing Systems 31, 2018	162*	2018

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