Jonathan Berant

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 177

Top Venues

CoRR

ACL (1)

EMNLP (1)

Trans. Assoc. Comput. Linguistics

Publications

Ori Yoran, Samuel Joseph Amouyal, Chaitanya Malaviya, Ben Bogin, Ofir Press, Jonathan Berant
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? CoRR (2024)
Adam Fisch, Jacob Eisenstein, Vicky Zayats, Alekh Agarwal, Ahmad Beirami, Chirag Nagpal, Petet Shaw, Jonathan Berant
Robust Preference Optimization through Reward Model Distillation. CoRR (2024)
Samuel Joseph Amouyal, Aya Meltzer-Asscher, Jonathan Berant
Large Language Models for Psycholinguistic Plausibility Pretesting. CoRR (2024)
Zihao Wang, Chirag Nagpal, Jonathan Berant, Jacob Eisenstein, Alex D'Amour, Sanmi Koyejo, Victor Veitch
Transforming and Combining Rewards for Aligning Large Language Models. CoRR (2024)
Samuel Joseph Amouyal, Aya Meltzer-Asscher, Jonathan Berant
Large Language Models for Psycholinguistic Plausibility Pretesting. EACL (Findings) (2024)
Ido Amos, Jonathan Berant, Ankit Gupta
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors. ICLR (2024)
Ahmad Beirami, Alekh Agarwal, Jonathan Berant, Alexander D'Amour, Jacob Eisenstein, Chirag Nagpal, Ananda Theertha Suresh
Theoretical guarantees on the best-of-n alignment policy. CoRR (2024)
Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, Pranesh Srinivasan, Fantine Huot, Jonathan Berant, Mark Yatskar, Dipanjan Das, Mirella Lapata, Chris Alberti
DOLOMITES: Domain-Specific Long-Form Methodical Tasks. CoRR (2024)
Tal Schuster, Ádám D. Lelkes, Haitian Sun, Jai Gupta, Jonathan Berant, William W. Cohen, Donald Metzler
SEMQA: Semi-Extractive Multi-Source Question Answering. NAACL-HLT (2024)
Oren Kobo, Aya Meltzer-Asscher, Jonathan Berant, Tom Schonberg
Classification of depression tendency from gaze patterns during sentence reading. Biomed. Signal Process. Control. 93 (2024)
Maor Ivgi, Ori Yoran, Jonathan Berant, Mor Geva
From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty. CoRR (2024)
Ori Yoran, Tomer Wolfson, Ori Ram, Jonathan Berant
Making Retrieval-Augmented Language Models Robust to Irrelevant Context. ICLR (2024)
Amanda Bertsch, Maor Ivgi, Uri Alon, Jonathan Berant, Matthew R. Gormley, Graham Neubig
In-Context Learning with Long-Context Models: An In-Depth Exploration. CoRR (2024)
Roi Cohen, Mor Geva, Jonathan Berant, Amir Globerson
Crawling The Internal Knowledge-Base of Language Models. EACL (Findings) (2023)
Tal Schuster, Ádám D. Lelkes, Haitian Sun, Jai Gupta, Jonathan Berant, William W. Cohen, Donald Metzler
SEMQA: Semi-Extractive Multi-Source Question Answering. CoRR (2023)
Ohad Rubin, Jonathan Berant
Long-range Language Modeling with Self-retrieval. CoRR (2023)
Uri Shaham, Maor Ivgi, Avia Efrat, Jonathan Berant, Omer Levy
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding. CoRR (2023)
Guy Dar, Mor Geva, Ankit Gupta, Jonathan Berant
Analyzing Transformers in Embedding Space. ACL (1) (2023)
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces. NeurIPS (2023)
Ido Amos, Jonathan Berant, Ankit Gupta
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors. CoRR (2023)
Ori Yoran, Tomer Wolfson, Ori Ram, Jonathan Berant
Making Retrieval-Augmented Language Models Robust to Irrelevant Context. CoRR (2023)
Jacob Eisenstein, Chirag Nagpal, Alekh Agarwal, Ahmad Beirami, Alex D'Amour, Dj Dvijotham, Adam Fisch, Katherine A. Heller, Stephen Pfohl, Deepak Ramachandran, Peter Shaw, Jonathan Berant
Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking. CoRR (2023)
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
Uri Shaham, Maor Ivgi, Avia Efrat, Jonathan Berant, Omer Levy
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding. EMNLP (Findings) (2023)
Ori Yoran, Tomer Wolfson, Ben Bogin, Uri Katz, Daniel Deutch, Jonathan Berant
Answering Questions by Meta-Reasoning over Multiple Chains of Thought. CoRR (2023)
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces. CoRR (2023)
Itay Levy, Ben Bogin, Jonathan Berant
Diverse Demonstrations Improve In-context Compositional Generalization. ACL (1) (2023)
Ori Yoran, Tomer Wolfson, Ben Bogin, Uri Katz, Daniel Deutch, Jonathan Berant
Answering Questions by Meta-Reasoning over Multiple Chains of Thought. EMNLP (2023)
Maor Ivgi, Uri Shaham, Jonathan Berant
Efficient Long-Text Understanding with Short-Text Models. Trans. Assoc. Comput. Linguistics 11 (2023)
Roi Cohen, Mor Geva, Jonathan Berant, Amir Globerson
Crawling the Internal Knowledge-Base of Language Models. CoRR (2023)
Ori Ram, Liat Bezalel, Adi Zicher, Yonatan Belinkov, Jonathan Berant, Amir Globerson
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary. ACL (1) (2023)
Ohad Rubin, Jonathan Herzig, Jonathan Berant
Learning To Retrieve Prompts for In-Context Learning. NAACL-HLT (2022)
Ben Bogin, Shivanshu Gupta, Jonathan Berant
Unobserved Local Structures Make Compositional Generalization Hard. CoRR (2022)
Ori Ram, Liat Bezalel, Adi Zicher, Yonatan Belinkov, Jonathan Berant, Amir Globerson
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary. CoRR (2022)
Tomer Wolfson, Daniel Deutch, Jonathan Berant
Weakly Supervised Text-to-SQL Parsing through Question Decomposition. NAACL-HLT (Findings) (2022)
Mor Geva, Tomer Wolfson, Jonathan Berant
Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition. Trans. Assoc. Comput. Linguistics 10 (2022)
Ori Yoran, Alon Talmor, Jonathan Berant
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills. ACL (1) (2022)
Maor Ivgi, Uri Shaham, Jonathan Berant
Efficient Long-Text Understanding with Short-Text Models. CoRR (2022)
Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant
CommonsenseQA 2.0: Exposing the Limits of AI through Gamification. CoRR (2022)
Maor Ivgi, Yair Carmon, Jonathan Berant
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments. EMNLP (Findings) (2022)
Uri Katz, Mor Geva, Jonathan Berant
Inferring Implicit Relations in Complex Questions with Language Models. EMNLP (Findings) (2022)
Guy Dar, Mor Geva, Ankit Gupta, Jonathan Berant
Analyzing Transformers in Embedding Space. CoRR (2022)
Elad Segal, Ben Bogin, Jonathan Berant
Training Vision-Language Models with Less Bimodal Supervision. AKBC (2022)
Uri Katz, Mor Geva, Jonathan Berant
Inferring Implicit Relations with Language Models. CoRR (2022)
Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy
SCROLLS: Standardized CompaRison Over Long Language Sequences. EMNLP (2022)
Ori Ram, Gal Shachaf, Omer Levy, Jonathan Berant, Amir Globerson
Learning to Retrieve Passages without Supervision. NAACL-HLT (2022)
Itay Levy, Ben Bogin, Jonathan Berant
Diverse Demonstrations Improve In-context Compositional Generalization. CoRR (2022)
Maor Ivgi, Yair Carmon, Jonathan Berant
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments. CoRR (2022)
Elad Segal, Ben Bogin, Jonathan Berant
Training Vision-Language Models with Less Bimodal Supervision. CoRR (2022)
Ben Bogin, Shivanshu Gupta, Jonathan Berant
Unobserved Local Structures Make Compositional Generalization Hard. EMNLP (2022)
Ankit Gupta, Harsh Mehta, Jonathan Berant
Simplifying and Understanding State Space Models with Diagonal Linear RNNs. CoRR (2022)
Ankit Gupta, Albert Gu, Jonathan Berant
Diagonal State Spaces are as Effective as Structured State Spaces. NeurIPS (2022)
Samuel Joseph Amouyal, Ohad Rubin, Ori Yoran, Tomer Wolfson, Jonathan Herzig, Jonathan Berant
QAMPARI: : An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs. CoRR (2022)
Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy
SCROLLS: Standardized CompaRison Over Long Language Sequences. CoRR (2022)
Ori Yoran, Alon Talmor, Jonathan Berant
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills. CoRR (2021)
Ohad Rubin, Jonathan Berant
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing. NAACL-HLT (2021)
Mor Geva, Uri Katz, Aviv Ben-Arie, Jonathan Berant
What's in your Head? Emergent Behaviour in Multi-Task Transformer Models. CoRR (2021)
Maor Ivgi, Yaniv Benny, Avichai Ben-David, Jonathan Berant, Lior Wolf
Scene Graph tO Image Generation with Contextualized Object Layout Refinement. ICIP (2021)
Ankit Gupta, Jonathan Berant
Value-aware Approximate Attention. CoRR (2021)
Maor Ivgi, Jonathan Berant
Achieving Model Robustness through Discrete Adversarial Training. EMNLP (1) (2021)
Ohad Rubin, Jonathan Herzig, Jonathan Berant
Learning To Retrieve Prompts for In-Context Learning. CoRR (2021)
Mor Geva, Roei Schuster, Jonathan Berant, Omer Levy
Transformer Feed-Forward Layers Are Key-Value Memories. EMNLP (1) (2021)
Matan Hasson, Jonathan Berant
Question Decomposition with Dependency Graphs. CoRR (2021)
Inbar Oren, Jonathan Herzig, Jonathan Berant
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization. EMNLP (1) (2021)
Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies. Trans. Assoc. Comput. Linguistics 9 (2021)
Ben Bogin, Shivanshu Gupta, Matt Gardner, Jonathan Berant
COVR: A test-bed for Visually Grounded Compositional Generalization with real images. CoRR (2021)
Ben Bogin, Shivanshu Gupta, Matt Gardner, Jonathan Berant
COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images. EMNLP (1) (2021)
Tomer Wolfson, Jonathan Berant, Daniel Deutch
Weakly Supervised Mapping of Natural Language to SQL through Question Decomposition. CoRR (2021)
Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy
Few-Shot Question Answering by Pretraining Span Selection. CoRR (2021)
Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy
Few-Shot Question Answering by Pretraining Span Selection. ACL/IJCNLP (1) (2021)
Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant
Memory-efficient Transformers via Top-k Attention. SustaiNLP@EMNLP (2021)
Ori Ram, Gal Shachaf, Omer Levy, Jonathan Berant, Amir Globerson
Learning to Retrieve Passages without Supervision. CoRR (2021)
Adi Haviv, Jonathan Berant, Amir Globerson
BERTese: Learning to Speak to BERT. EACL (2021)
Alon Talmor, Ori Yoran, Amnon Catav, Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant
MultiModalQA: complex question answering over text, tables and images. ICLR (2021)
Maor Ivgi, Jonathan Berant
Achieving Model Robustness through Discrete Adversarial Training. CoRR (2021)
Alon Talmor, Ori Yoran, Amnon Catav, Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant
MultiModalQA: Complex Question Answering over Text, Tables and Images. CoRR (2021)
Inbar Oren, Jonathan Herzig, Jonathan Berant
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization. CoRR (2021)
Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant
Memory-efficient Transformers via Top-k Attention. CoRR (2021)
Adi Haviv, Jonathan Berant, Amir Globerson
BERTese: Learning to Speak to BERT. CoRR (2021)
Ohad Rubin, Jonathan Berant
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing. SPNLP@ACL-IJCNLP (2021)
Mor Geva, Uri Katz, Aviv Ben-Arie, Jonathan Berant
What's in Your Head? Emergent Behaviour in Multi-Task Transformer Models. EMNLP (1) (2021)
Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant
CommonsenseQA 2.0: Exposing the Limits of AI through Gamification. NeurIPS Datasets and Benchmarks (2021)
Guy Tevet, Jonathan Berant
Evaluating the Evaluation of Diversity in Natural Language Generation. EACL (2021)
Matan Hasson, Jonathan Berant
Question Decomposition with Dependency Graphs. AKBC (2021)
Jonathan Herzig, Jonathan Berant
Span-based Semantic Parsing for Compositional Generalization. ACL/IJCNLP (1) (2021)
Mor Geva, Tomer Wolfson, Jonathan Berant
Break, Perturb, Build: Automatic Perturbation of Reasoning Paths through Question Decomposition. CoRR (2021)
Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies. CoRR (2021)
Ben Bogin, Sanjay Subramanian, Matt Gardner, Jonathan Berant
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering. Trans. Assoc. Comput. Linguistics 9 (2021)
Ankit Gupta, Jonathan Berant
Value-aware Approximate Attention. EMNLP (1) (2021)
Alon Talmor, Oyvind Tafjord, Peter Clark, Yoav Goldberg, Jonathan Berant
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge. NeurIPS (2020)
Inbar Oren, Jonathan Herzig, Nitish Gupta, Matt Gardner, Jonathan Berant
Improving Compositional Generalization in Semantic Parsing. EMNLP (Findings) (2020)
Achiya Jerbi, Roei Herzig, Jonathan Berant, Gal Chechik, Amir Globerson
Learning Object Detection from Captions via Textual Scene Attributes. CoRR (2020)
Elad Segal, Avia Efrat, Mor Shoham, Amir Globerson, Jonathan Berant
A Simple and Effective Model for Answering Multi-span Questions. EMNLP (1) (2020)
Inbar Oren, Jonathan Herzig, Nitish Gupta, Matt Gardner, Jonathan Berant
Improving Compositional Generalization in Semantic Parsing. CoRR (2020)
Maor Ivgi, Yaniv Benny, Avichai Ben-David, Jonathan Berant, Lior Wolf
Scene Graph to Image Generation with Contextualized Object Layout Refinement. CoRR (2020)
Alon Talmor, Oyvind Tafjord, Peter Clark, Yoav Goldberg, Jonathan Berant
Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge. CoRR (2020)
Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
oLMpics - On what Language Model Pre-training Captures. Trans. Assoc. Comput. Linguistics 8 (2020)
Veronica Latcinnik, Jonathan Berant
Explaining Question Answering Models through Text Generation. CoRR (2020)
Moshiko Raboh, Roei Herzig, Jonathan Berant, Gal Chechik, Amir Globerson
Differentiable Scene Graphs. WACV (2020)
Ankit Gupta, Jonathan Berant
GMAT: Global Memory Augmentation for Transformers. CoRR (2020)

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Publication Activity (10 Years)

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Jonathan Berant