Eric Wallace
Eric Wallace
Dirección de correo verificada de berkeley.edu - Página principal
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Pathologies of neural models make interpretations difficult
S Feng, E Wallace, II Grissom, M Iyyer, P Rodriguez, J Boyd-Graber
arXiv preprint arXiv:1804.07781, 2018
782018
Universal adversarial triggers for attacking and analyzing NLP
E Wallace, S Feng, N Kandpal, M Gardner, S Singh
arXiv preprint arXiv:1908.07125, 2019
692019
Compositional Questions Do Not Necessitate Multi-hop Reasoning
S Min, E Wallace, S Singh, M Gardner, H Hajishirzi, L Zettlemoyer
arXiv preprint arXiv:1906.02900, 2019
362019
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples
E Wallace, P Rodriguez, S Feng, I Yamada, J Boyd-Graber
arXiv preprint arXiv:1809.02701, 2019
23*2019
Do NLP Models Know Numbers? Probing Numeracy in Embeddings
E Wallace, Y Wang, S Li, S Singh, M Gardner
arXiv preprint arXiv:1909.07940, 2019
222019
Evaluating NLP Models via Contrast Sets
M Gardner, Y Artzi, V Basmova, J Berant, B Bogin, S Chen, P Dasigi, ...
arXiv preprint arXiv:2004.02709, 2020
182020
Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation
S Singla, E Wallace, S Feng, S Feizi
arXiv preprint arXiv:1902.00407, 2019
142019
Pretrained Transformers Improve Out-of-Distribution Robustness
D Hendrycks, X Liu, E Wallace, A Dziedzic, R Krishnan, D Song
arXiv preprint arXiv:2004.06100, 2020
132020
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
E Wallace, J Tuyls, J Wang, S Subramanian, M Gardner, S Singh
arXiv preprint arXiv:1909.09251, 2019
132019
Interpreting Neural Networks With Nearest Neighbors
E Wallace, S Feng, J Boyd-Graber
arXiv preprint arXiv:1809.02847, 2018
132018
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
Z Li, E Wallace, S Shen, K Lin, K Keutzer, D Klein, JE Gonzalez
arXiv preprint arXiv:2002.11794, 2020
112020
Misleading Failures of Partial-input Baselines
S Feng, E Wallace, J Boyd-Graber
arXiv preprint arXiv:1905.05778, 2019
102019
Imitation Attacks and Defenses for Black-box Machine Translation Systems
E Wallace, M Stern, D Song
arXiv preprint arXiv:2004.15015, 2020
12020
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