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 | 245 | 2021 |
Unsupervised commonsense question answering with self-talk V Shwartz, P West, RL Bras, C Bhagavatula, Y Choi arXiv preprint arXiv:2004.05483, 2020 | 244 | 2020 |
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 | 232 | 2021 |
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 | 183 | 2021 |
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 | 181 | 2024 |
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 | 132 | 2022 |
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 | 130 | 2021 |
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 | 119 | 2020 |
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 | 86* | 2020 |
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 | 83 | 2022 |
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 | 72* | 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 | 68 | 2019 |
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 | 46 | 2023 |
Protein biosensing with fluorescent microcapillaries S Lane, P West, A François, A Meldrum Optics Express 23 (3), 2577-2590, 2015 | 44 | 2015 |
Faeze Brahman, Tianxiao Shen, Daniel Khashabi, and Yejin Choi. 2022. Generating sequences by learning to self-correct S Welleck, X Lu, P West arXiv preprint arXiv:2211.00053, 2022 | 39 | 2022 |
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 | 34 | 2023 |
Faeze Brahman, Tianxiao Shen, Daniel Khashabi, and Yejin Choi. Generating sequences by learning to self-correct S Welleck, X Lu, P West The Eleventh International Conference on Learning Representations 2, 2023 | 32 | 2023 |
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 | 25 | 2022 |
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 | 24 | 2022 |
Value kaleidoscope: Engaging ai with pluralistic human values, rights, and duties T Sorensen, L Jiang, JD Hwang, S Levine, V Pyatkin, P West, N Dziri, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (18), 19937 …, 2024 | 23 | 2024 |