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 Jonathan Berant

COVR: A test-bed for Visually Grounded Compositional Generalization with real images


Sep 22, 2021
Ben Bogin, Shivanshu Gupta, Matt Gardner, Jonathan Berant

* EMNLP 2021 

  Access Paper or Ask Questions

Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization


Sep 06, 2021
Inbar Oren, Jonathan Herzig, Jonathan Berant


  Access Paper or Ask Questions

Break, Perturb, Build: Automatic Perturbation of Reasoning Paths through Question Decomposition


Jul 29, 2021
Mor Geva, Tomer Wolfson, Jonathan Berant


  Access Paper or Ask Questions

Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills


Jul 15, 2021
Ori Yoran, Alon Talmor, Jonathan Berant


  Access Paper or Ask Questions

Memory-efficient Transformers via Top-$k$ Attention


Jun 13, 2021
Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant


  Access Paper or Ask Questions

Question Decomposition with Dependency Graphs


Apr 17, 2021
Matan Hasson, Jonathan Berant


  Access Paper or Ask Questions

What's in your Head? Emergent Behaviour in Multi-Task Transformer Models


Apr 13, 2021
Mor Geva, Uri Katz, Aviv Ben-Arie, Jonathan Berant


  Access Paper or Ask Questions

MultiModalQA: Complex Question Answering over Text, Tables and Images


Apr 13, 2021
Alon Talmor, Ori Yoran, Amnon Catav, Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant

* ICLR 2021 

  Access Paper or Ask Questions

Achieving Model Robustness through Discrete Adversarial Training


Apr 11, 2021
Maor Ivgi, Jonathan Berant


  Access Paper or Ask Questions

Value-aware Approximate Attention


Mar 17, 2021
Ankit Gupta, Jonathan Berant


  Access Paper or Ask Questions

BERTese: Learning to Speak to BERT


Mar 11, 2021
Adi Haviv, Jonathan Berant, Amir Globerson

* Accepted to EACL 2021 

  Access Paper or Ask Questions

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies


Jan 06, 2021
Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant

* Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2021. Author's final version 

  Access Paper or Ask Questions

Few-Shot Question Answering by Pretraining Span Selection


Jan 02, 2021
Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy


  Access Paper or Ask Questions

Transformer Feed-Forward Layers Are Key-Value Memories


Dec 29, 2020
Mor Geva, Roei Schuster, Jonathan Berant, Omer Levy


  Access Paper or Ask Questions

SmBoP: Semi-autoregressive Bottom-up Semantic Parsing


Oct 23, 2020
Ohad Rubin, Jonathan Berant


  Access Paper or Ask Questions

Improving Compositional Generalization in Semantic Parsing


Oct 12, 2020
Inbar Oren, Jonathan Herzig, Nitish Gupta, Matt Gardner, Jonathan Berant


  Access Paper or Ask Questions

Learning Object Detection from Captions via Textual Scene Attributes


Sep 30, 2020
Achiya Jerbi, Roei Herzig, Jonathan Berant, Gal Chechik, Amir Globerson


  Access Paper or Ask Questions

Scene Graph to Image Generation with Contextualized Object Layout Refinement


Sep 24, 2020
Maor Ivgi, Yaniv Benny, Avichai Ben-David, Jonathan Berant, Lior Wolf


  Access Paper or Ask Questions

Span-based Semantic Parsing for Compositional Generalization


Sep 13, 2020
Jonathan Herzig, Jonathan Berant


  Access Paper or Ask Questions

A Simple Global Neural Discourse Parser


Sep 08, 2020
Yichu Zhou, Omri Koshorek, Vivek Srikumar, Jonathan Berant


  Access Paper or Ask Questions

Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering


Jul 01, 2020
Ben Bogin, Sanjay Subramanian, Matt Gardner, Jonathan Berant


  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

GMAT: Global Memory Augmentation for Transformers


Jun 05, 2020
Ankit Gupta, Jonathan Berant


  Access Paper or Ask Questions

Obtaining Faithful Interpretations from Compositional Neural Networks


May 02, 2020
Sanjay Subramanian, Ben Bogin, Nitish Gupta, Tomer Wolfson, Sameer Singh, Jonathan Berant, Matt Gardner

* ACL 2020; first three authors contributed equally 

  Access Paper or Ask Questions

Evaluating the Evaluation of Diversity in Natural Language Generation


Apr 26, 2020
Guy Tevet, Jonathan Berant


  Access Paper or Ask Questions

Explaining Question Answering Models through Text Generation


Apr 12, 2020
Veronica Latcinnik, Jonathan Berant


  Access Paper or Ask Questions

Injecting Numerical Reasoning Skills into Language Models


Apr 09, 2020
Mor Geva, Ankit Gupta, Jonathan Berant

* ACL 2020 

  Access Paper or Ask Questions