Avia Efrat | DeepAI

AI Chat

Featured Co-authors

Luke Zettlemoyer
160 publications
Jonathan Berant
84 publications
Pengfei Liu
75 publications
Mike Lewis
64 publications
Omer Levy
63 publications
Wenhan Xiong
39 publications
Xuezhe Ma
34 publications
Chunting Zhou
26 publications
Ankit Gupta
25 publications
Mor Geva
24 publications
Uri Shaham
24 publications

∙ 05/23/2023

ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding

We introduce ZeroSCROLLS, a zero-shot benchmark for natural language und...

0 Uri Shaham, et al. ∙

∙ 05/18/2023

LIMA: Less Is More for Alignment

Large language models are trained in two stages: (1) unsupervised pretra...

0 Chunting Zhou, et al. ∙

∙ 11/03/2022

LMentry: A Language Model Benchmark of Elementary Language Tasks

As the performance of large language models rapidly improves, benchmarks...

0 Avia Efrat, et al. ∙

∙ 01/10/2022

SCROLLS: Standardized CompaRison Over Long Language Sequences

NLP benchmarks have largely focused on short texts, such as sentences an...

0 Uri Shaham, et al. ∙

∙ 08/12/2021

How Optimal is Greedy Decoding for Extractive Question Answering?

Fine-tuned language models use greedy decoding to answer reading compreh...

0 Or Castel, et al. ∙

∙ 03/01/2021

Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language

Current NLP datasets targeting ambiguity can be solved by a native speak...

0 Avia Efrat, et al. ∙

∙ 10/22/2020

The Turking Test: Can Language Models Understand Instructions?

Supervised machine learning provides the learner with a set of input-out...

0 Avia Efrat, et al. ∙

∙ 09/29/2019

Tag-based Multi-Span Extraction in Reading Comprehension

With models reaching human performance on many popular reading comprehen...

0 Avia Efrat, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world