| Merlot: Multimodal neural script knowledge models R Zellers, X Lu, J Hessel, Y Yu, JS Park, J Cao, A Farhadi, Y Choi Advances in Neural Information Processing Systems 34, 23634-23651, 2021 | 321 | 2021 |
| 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 | 218 | 2021 |
| DExperts: Decoding-time controlled text generation with experts and anti-experts A Liu, M Sap, X Lu, S Swayamdipta, C Bhagavatula, NA Smith, Y Choi arXiv preprint arXiv:2105.03023, 2021 | 213 | 2021 |
| 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 | 197 | 2021 |
| Merlot reserve: Neural script knowledge through vision and language and sound R Zellers, J Lu, X Lu, Y Yu, Y Zhao, M Salehi, A Kusupati, J Hessel, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 193 | 2022 |
| 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 | 123 | 2024 |
| 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 | 117 | 2021 |
| Neurologic decoding:(un) supervised neural text generation with predicate logic constraints X Lu, P West, R Zellers, RL Bras, C Bhagavatula, Y Choi Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 112 | 2021 |
| 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 | 108 | 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 | 90* | 2022 |
| 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 | 70 | 2022 |
| Prosocialdialog: A prosocial backbone for conversational agents H Kim, Y Yu, L Jiang, X Lu, D Khashabi, G Kim, Y Choi, M Sap arXiv preprint arXiv:2205.12688, 2022 | 63 | 2022 |
| Rainier: Reinforced knowledge introspector for commonsense question answering J Liu, S Hallinan, X Lu, P He, S Welleck, H Hajishirzi, Y Choi arXiv preprint arXiv:2210.03078, 2022 | 40 | 2022 |
| Naturalprover: Grounded mathematical proof generation with language models S Welleck, J Liu, X Lu, H Hajishirzi, Y Choi Advances in Neural Information Processing Systems 35, 4913-4927, 2022 | 33 | 2022 |
| End-to-end diagnosis of breast biopsy images with transformers S Mehta, X Lu, W Wu, D Weaver, H Hajishirzi, JG Elmore, LG Shapiro Medical image analysis 79, 102466, 2022 | 32* | 2022 |
| Fusing pre-trained language models with multimodal prompts through reinforcement learning Y Yu, J Chung, H Yun, J Hessel, JS Park, X Lu, R Zellers, P Ammanabrolu, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 30* | 2023 |
| Analyzing commonsense emergence in few-shot knowledge models J Da, RL Bras, X Lu, Y Choi, A Bosselut arXiv preprint arXiv:2101.00297, 2021 | 26* | 2021 |
| Connecting the dots between audio and text without parallel data through visual knowledge transfer Y Zhao, J Hessel, Y Yu, X Lu, R Zellers, Y Choi arXiv preprint arXiv:2112.08995, 2021 | 23 | 2021 |
| The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning B Yuchen Lin, A Ravichander, X Lu, N Dziri, M Sclar, K Chandu, ... arXiv e-prints, arXiv: 2312.01552, 2023 | 19* | 2023 |
| 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 | 19 | 2022 |
