Jonathan Berant
- Papers
- 29
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Authored papers
29From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty
arXiv 2024
Making Retrieval-Augmented Language Models Robust to Irrelevant Context
arXiv 2023
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
from-pixels-to-ui-actions-learning-to-follow
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors
arXiv 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding
arXiv 2023
Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking
arXiv 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought
arXiv 2023
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval
arXiv 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
TMLR
SCROLLS: Standardized CompaRison Over Long Language Sequences
arXiv 2022
Efficient Long-Text Understanding with Short-Text Models
arXiv 2022
Analyzing Transformers in Embedding Space
arXiv 2022
Unobserved Local Structures Make Compositional Generalization Hard
arXiv 2022
Inferring Implicit Relations in Complex Questions with Language Models
arXiv 2022
Training Vision-Language Models with Less Bimodal Supervision
arXiv 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
arXiv 2021
Learning to Retrieve Passages without Supervision
NAACL 2022 7
Few-Shot Question Answering by Pretraining Span Selection
ACL 2021 5
Achieving Model Robustness through Discrete Adversarial Training
EMNLP 2021 11
COVR: A test-bed for Visually Grounded Compositional Generalization with real images
EMNLP 2021 11
Injecting Numerical Reasoning Skills into Language Models
injecting-numerical-reasoning-skills-into-1
Transformer Feed-Forward Layers Are Key-Value Memories
EMNLP 2021 11
Global Reasoning over Database Structures for Text-to-SQL Parsing
arXiv 2019
A Simple and Effective Model for Answering Multi-span Questions
EMNLP 2020 11
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing
arXiv 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension
multiqa-an-empirical-investigation-of-1
The Web as a Knowledge-base for Answering Complex Questions
the-web-as-a-knowledge-base-for-answering-1
Text Segmentation as a Supervised Learning Task
text-segmentation-as-a-supervised-learning-1
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
commonsenseqa-a-question-answering-challenge-1
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