Ellie Pavlick
Ellie is an Assistant Professor at Brown University and a member of Google AI based in NYC. Her research focuses on computational models of semantics, pragmatics, natural language inference, and grounded language.
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Google
The MultiBERTs: BERT Reproductions for Robustness Analysis
Steve Yadlowsky
Jason Wei
Naomi Saphra
Iulia Raluca Turc
2022
Frequency Effects on Syntactic Rule Learning in Transformers
Jason Wei
Conference on Empirical Methods in Natural Language Processing (2021)
Measuring and Reducing Gendered Correlations in Pre-trained Models
Alex Beutel
Emily Pitler
arXiv (2020)
What Happens To BERT Embeddings During Fine-tuning?
Amil Merchant
Elahe Rahimtoroghi
Proceedings of the 2020 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Association for Computational Linguistics (to appear)
What do you learn from context? Probing for sentence structure in contextualized word representations
Patrick Xia
Berlin Chen
Alex Wang
Adam Poliak
R. Thomas McCoy
Najoung Kim
Benjamin Van Durme
Samuel R. Bowman
International Conference on Learning Representations (2019)
Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier Composition
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Marius Pasca
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL-2017), Vancouver, Canada, pp. 2099-2109
