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Omer Levy
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Roberta: A robustly optimized bert pretraining approach
Y Liu, M Ott, N Goyal, J Du, M Joshi, D Chen, O Levy, M Lewis, ...
arXiv preprint arXiv:1907.11692, 2019
31147*2019
Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
M Lewis, Y Liu, N Goyal, M Ghazvininejad, A Mohamed, O Levy, ...
arXiv preprint arXiv:1910.13461, 2019
119542019
GLUE: A multi-task benchmark and analysis platform for natural language understanding
A Wang, A Singh, J Michael, F Hill, O Levy, SR Bowman
arXiv preprint arXiv:1804.07461, 2018
79802018
Neural word embedding as implicit matrix factorization
O Levy, Y Goldberg
Advances in neural information processing systems 27, 2014
26522014
Superglue: A stickier benchmark for general-purpose language understanding systems
A Wang, Y Pruksachatkun, N Nangia, A Singh, J Michael, F Hill, O Levy, ...
Advances in neural information processing systems 32, 2019
24762019
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method
Y Goldberg, O Levy
arXiv preprint arXiv:1402.3722, 2014
24692014
Spanbert: Improving pre-training by representing and predicting spans
M Joshi, D Chen, Y Liu, DS Weld, L Zettlemoyer, O Levy
Transactions of the association for computational linguistics 8, 64-77, 2020
23262020
What does bert look at? an analysis of bert's attention
K Clark, U Khandelwal, O Levy, CD Manning
arXiv preprint arXiv:1906.04341, 2019
19562019
Improving distributional similarity with lessons learned from word embeddings
O Levy, Y Goldberg, I Dagan
Transactions of the association for computational linguistics 3, 211-225, 2015
19122015
Dependency-Based Word Embeddings
O Levy, Y Goldberg
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
17612014
code2vec: Learning distributed representations of code
U Alon, M Zilberstein, O Levy, E Yahav
Proceedings of the ACM on Programming Languages 3 (POPL), 1-29, 2019
15222019
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
13382022
Annotation artifacts in natural language inference data
S Gururangan, S Swayamdipta, O Levy, R Schwartz, SR Bowman, ...
arXiv preprint arXiv:1803.02324, 2018
12892018
Are sixteen heads really better than one?
P Michel, O Levy, G Neubig
Advances in neural information processing systems 32, 2019
11572019
Lima: Less is more for alignment
C Zhou, P Liu, P Xu, S Iyer, J Sun, Y Mao, X Ma, A Efrat, P Yu, L Yu, ...
Advances in Neural Information Processing Systems 36, 55006-55021, 2023
9552023
code2seq: Generating sequences from structured representations of code
U Alon, S Brody, O Levy, E Yahav
arXiv preprint arXiv:1808.01400, 2018
8902018
Generalization through memorization: Nearest neighbor language models
U Khandelwal, O Levy, D Jurafsky, L Zettlemoyer, M Lewis
arXiv preprint arXiv:1911.00172, 2019
8602019
Linguistic Regularities in Sparse and Explicit Word Representations
O Levy, Y Goldberg
Proceedings of the Eighteenth Conference on Computational Natural Language …, 2014
8312014
Transformer feed-forward layers are key-value memories
M Geva, R Schuster, J Berant, O Levy
arXiv preprint arXiv:2012.14913, 2020
6522020
Zero-shot relation extraction via reading comprehension
O Levy, M Seo, E Choi, L Zettlemoyer
arXiv preprint arXiv:1706.04115, 2017
6362017
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