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
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval
arXiv 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought
arXiv 2023
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
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
Inferring Implicit Relations in Complex Questions with Language Models
arXiv 2022
Training Vision-Language Models with Less Bimodal Supervision
arXiv 2022
Unobserved Local Structures Make Compositional Generalization Hard
arXiv 2022
Few-Shot Question Answering by Pretraining Span Selection
ACL 2021 5
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
arXiv 2021
Learning to Retrieve Passages without Supervision
NAACL 2022 7
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
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
Global Reasoning over Database Structures for Text-to-SQL Parsing
arXiv 2019
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
The Web as a Knowledge-base for Answering Complex Questions
the-web-as-a-knowledge-base-for-answering-1
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