| 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 | 111* | 2018 |
| Universal adversarial triggers for attacking and analyzing NLP E Wallace, S Feng, N Kandpal, M Gardner, S Singh arXiv preprint arXiv:1908.07125, 2019 | 110 | 2019 |
| 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 | 58* | 2020 |
| 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 | 51 | 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 | 45 | 2019 |
| 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 | 32* | 2019 |
| 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 | 29 | 2020 |
| 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 | 27 | 2019 |
| 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 | 24 | 2020 |
| 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 | 17 | 2019 |
| Interpreting Neural Networks With Nearest Neighbors E Wallace, S Feng, J Boyd-Graber arXiv preprint arXiv:1809.02847, 2018 | 17 | 2018 |
| Misleading Failures of Partial-input Baselines S Feng, E Wallace, J Boyd-Graber arXiv preprint arXiv:1905.05778, 2019 | 16 | 2019 |
| Imitation Attacks and Defenses for Black-box Machine Translation Systems E Wallace, M Stern, D Song arXiv preprint arXiv:2004.15015, 2020 | 6 | 2020 |
| AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts T Shin, Y Razeghi, RL Logan IV, E Wallace, S Singh arXiv preprint arXiv:2010.15980, 2020 | 2 | 2020 |
| Extracting Training Data from Large Language Models N Carlini, F Tramer, E Wallace, M Jagielski, A Herbert-Voss, K Lee, ... arXiv preprint arXiv:2012.07805, 2020 | 1 | 2020 |
| Customizing Triggers with Concealed Data Poisoning E Wallace, TZ Zhao, S Feng, S Singh arXiv preprint arXiv:2010.12563, 2020 | 1 | 2020 |
Sameer SinghUniversity of California, IrvineVerified email at uci.edu
