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Peter West
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Unsupervised commonsense question answering with self-talk
V Shwartz, P West, RL Bras, C Bhagavatula, Y Choi
arXiv preprint arXiv:2004.05483, 2020
2442020
Symbolic knowledge distillation: from general language models to commonsense models
P West, C Bhagavatula, J Hessel, JD Hwang, L Jiang, RL Bras, X Lu, ...
arXiv preprint arXiv:2110.07178, 2021
2372021
Generated knowledge prompting for commonsense reasoning
J Liu, A Liu, X Lu, S Welleck, P West, RL Bras, Y Choi, H Hajishirzi
arXiv preprint arXiv:2110.08387, 2021
2112021
Surface form competition: Why the highest probability answer isn't always right
A Holtzman, P West, V Shwartz, Y Choi, L Zettlemoyer
arXiv preprint arXiv:2104.08315, 2021
1732021
Faith and fate: Limits of transformers on compositionality
N Dziri, X Lu, M Sclar, XL Li, L Jiang, BY Lin, S Welleck, P West, ...
Advances in Neural Information Processing Systems 36, 2024
1432024
Neurologic a* esque decoding: Constrained text generation with lookahead heuristics
X Lu, S Welleck, P West, L Jiang, J Kasai, D Khashabi, RL Bras, L Qin, ...
arXiv preprint arXiv:2112.08726, 2021
1192021
Neurologic decoding:(un) supervised neural text generation with predicate logic constraints
X Lu, P West, R Zellers, RL Bras, C Bhagavatula, Y Choi
arXiv preprint arXiv:2010.12884, 2020
1152020
Quark: Controllable text generation with reinforced unlearning
X Lu, S Welleck, J Hessel, L Jiang, L Qin, P West, P Ammanabrolu, Y Choi
Advances in neural information processing systems 35, 27591-27609, 2022
1132022
Back to the future: Unsupervised backprop-based decoding for counterfactual and abductive commonsense reasoning
L Qin, V Shwartz, P West, C Bhagavatula, J Hwang, RL Bras, A Bosselut, ...
arXiv preprint arXiv:2010.05906, 2020
81*2020
Generating sequences by learning to self-correct
S Welleck, X Lu, P West, F Brahman, T Shen, D Khashabi, Y Choi
arXiv preprint arXiv:2211.00053, 2022
792022
Soda: Million-scale dialogue distillation with social commonsense contextualization
H Kim, J Hessel, L Jiang, P West, X Lu, Y Yu, P Zhou, RL Bras, M Alikhani, ...
arXiv preprint arXiv:2212.10465, 2022
772022
Plink: Discovering and exploiting locality for accelerated distributed training on the public cloud
L Luo, P West, J Nelson, A Krishnamurthy, L Ceze
Proceedings of Machine Learning and Systems 2, 82-97, 2020
67*2020
Bottlesum: Unsupervised and self-supervised sentence summarization using the information bottleneck principle
P West, A Holtzman, J Buys, Y Choi
arXiv preprint arXiv:1909.07405, 2019
652019
Protein biosensing with fluorescent microcapillaries
S Lane, P West, A François, A Meldrum
Optics Express 23 (3), 2577-2590, 2015
422015
We're afraid language models aren't modeling ambiguity
A Liu, Z Wu, J Michael, A Suhr, P West, A Koller, S Swayamdipta, ...
arXiv preprint arXiv:2304.14399, 2023
372023
Minding Language Models'(Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker
M Sclar, S Kumar, P West, A Suhr, Y Choi, Y Tsvetkov
arXiv preprint arXiv:2306.00924, 2023
262023
Symbolic brittleness in sequence models: on systematic generalization in symbolic mathematics
S Welleck, P West, J Cao, Y Choi
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8629-8637, 2022
222022
Faeze Brahman, Tianxiao Shen, Daniel Khashabi, and Yejin Choi. 2022
S Welleck, X Lu, P West
Generating sequences by learning to self-correct, 0
22
I2d2: Inductive knowledge distillation with neurologic and self-imitation
C Bhagavatula, JD Hwang, D Downey, RL Bras, X Lu, L Qin, K Sakaguchi, ...
arXiv preprint arXiv:2212.09246, 2022
212022
Adjusting for confounders with text: Challenges and an empirical evaluation framework for causal inference
G Weld, P West, M Glenski, D Arbour, RA Rossi, T Althoff
Proceedings of the international AAAI conference on web and social media 16 …, 2022
162022
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