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Anna Rogers
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A primer in BERTology: What we know about how BERT works
A Rogers, O Kovaleva, A Rumshisky
Transactions of the Association for Computational Linguistics 8, 842-866, 2021
18262021
Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
17432023
Revealing the Dark Secrets of BERT
O Kovaleva
arXiv preprint arXiv:1908.08593, 2019
7232019
Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.
A Gladkova, A Drozd, S Matsuoka
Proceedings of the NAACL Student Research Workshop, 8-15, 2016
3012016
Qa dataset explosion: A taxonomy of nlp resources for question answering and reading comprehension
A Rogers, M Gardner, I Augenstein
ACM Computing Surveys (CSUR), 2021
2322021
Word Embeddings, Analogies, and Machine Learning: Beyond King - Man+ Woman= Queen
A Drozd, A Gladkova, S Matsuoka
2102016
When BERT Plays the Lottery, All Tickets Are Winning
S Prasanna, A Rogers, A Rumshisky
arXiv preprint arXiv:2005.00561, 2020
1972020
The bigscience roots corpus: A 1.6 tb composite multilingual dataset
H Laurençon, L Saulnier, T Wang, C Akiki, AV del Moral, T Le Scao, ...
Thirty-sixth Conference on Neural Information Processing Systems Datasets …, 2022
1892022
RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian
A Rogers, A Romanov, A Rumshisky, S Volkova, M Gronas, A Gribov
Proceedings of the 27th International Conference on Computational …, 2018
1402018
Intrinsic Evaluations of Word Embeddings: What Can We Do Better?
A Gladkova, A Drozd
ACL 2016, 36, 2016
1272016
The (too many) problems of analogical reasoning with word vectors
A Rogers, A Drozd, B Li
Proceedings of the 6th Joint Conference on Lexical and Computational …, 2017
1162017
Getting closer to AI complete question answering: A set of prerequisite real tasks
A Rogers, O Kovaleva, M Downey, A Rumshisky
Proceedings of the AAAI Conference on Artificial Intelligence, 2020
1072020
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics
P Bhargava, A Drozd, A Rogers
arXiv preprint arXiv:2110.01518, 2021
932021
Changing the World by Changing the Data
A Rogers
arXiv preprint arXiv:2105.13947, 2021
902021
BERT busters: Outlier dimensions that disrupt transformers
O Kovaleva, S Kulshreshtha, A Rogers, A Rumshisky
arXiv preprint arXiv:2105.06990, 2021
822021
Data governance in the age of large-scale data-driven language technology
Y Jernite, H Nguyen, S Biderman, A Rogers, M Masoud, V Danchev, ...
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
742022
Just What do You Think You're Doing, Dave?'A Checklist for Responsible Data Use in NLP
A Rogers, T Baldwin, K Leins
arXiv preprint arXiv:2109.06598, 2021
632021
Adversarial Decomposition of Text Representation
A Romanov, A Rumshisky, A Rogers, D Donahue
arXiv preprint arXiv:1808.09042, 2018
592018
Using sequences of life-events to predict human lives
G Savcisens, T Eliassi-Rad, LK Hansen, LH Mortensen, L Lilleholt, ...
Nature Computational Science 4 (1), 43-56, 2024
572024
What’s in Your Embedding, And How It Predicts Task Performance
A Rogers, SH Ananthakrishna, A Rumshisky
COLING 2018, 2018
522018
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