| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... Transactions on Machine Learning Research, 2023 | 1338 | 2023 |
| Faithful Chain-of-Thought Reasoning Q Lyu, S Havaldar, A Stein, L Zhang, D Rao, E Wong, M Apidianaki, ... Proceedings of the 13th International Joint Conference on Natural Language …, 2023 | 217 | 2023 |
| Towards Faithful Model Explanation in NLP: A Survey Q Lyu, M Apidianaki, C Callison-Burch Computational Linguistics, MIT Press., 2024 | 111 | 2024 |
| Zero-shot Event Extraction via Transfer Learning: Challenges and Insights Q Lyu, H Zhang, E Sulem, D Roth Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 105 | 2021 |
| Reasoning about goals, steps, and temporal ordering with wikihow L Zhang, Q Lyu, C Callison-Burch Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 85 | 2020 |
| RESIN: A dockerized schema-guided cross-document cross-lingual cross-media information extraction and event tracking system H Wen, Y Lin, T Lai, X Pan, S Li, X Lin, B Zhou, M Li, H Wang, H Zhang, ... Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 63 | 2021 |
| Visual Goal-Step Inference using wikiHow Y Yang, A Panagopoulou, Q Lyu, L Zhang, M Yatskar, C Callison-Burch Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 41 | 2021 |
| RESIN-11: Schema-guided event prediction for 11 newsworthy scenarios X Du, Z Zhang, S Li, P Yu, H Wang, T Lai, X Lin, Z Wang, I Liu, B Zhou, ... Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 39 | 2022 |
| Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data S Zhou, L Zhang, Y Yang, Q Lyu, P Yin, C Callison-Burch, G Neubig Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 32 | 2022 |
| Intent Detection with WikiHow L Zhang, Q Lyu, C Callison-Burch Proceedings of the 1st Conference of the Asia-Pacific Chapter of the …, 2020 | 32 | 2020 |
| Goal-Oriented Script Construction Q Lyu, L Zhang, C Callison-Burch Proceedings of the 14th International Conference on Natural Language Generation, 2021 | 30 | 2021 |
| Calibrating large language models with sample consistency Q Lyu, K Shridhar, C Malaviya, L Zhang, Y Elazar, N Tandon, ... Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence, 2024 | 19 | 2024 |
| Explanation-based Finetuning Makes Models More Robust to Spurious Cues JM Ludan, Y Meng, T Nguyen, S Shah, Q Lyu, M Apidianaki, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 10 | 2023 |
| Interpretable-by-design text classification with iteratively generated concept bottleneck JM Ludan, Q Lyu, Y Yang, L Dugan, M Yatskar, C Callison-Burch arXiv preprint arXiv:2310.19660, 2023 | 9 | 2023 |
| Explanation in the era of large language models Z Zhu, H Chen, X Ye, Q Lyu, C Tan, A Marasović, S Wiegreffe Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 8 | 2024 |
| Representation Of Lexical Stylistic Features In Language Models' Embedding Space Q Lyu, M Apidianaki, C Callison-Burch Proceedings of the The 12th Joint Conference on Lexical and Computational …, 2023 | 6 | 2023 |
| Is" my favorite new movie" my favorite movie? Probing the Understanding of Recursive Noun Phrases Q Lyu, H Zheng, D Li, L Zhang, M Apidianaki, C Callison-Burch Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 6 | 2022 |
| Avoiding Copyright Infringement via Large Language Model Unlearning G Dou, Z Liu, Q Lyu, K Ding, E Wong arXiv preprint arXiv:2406.10952, 2024 | | 2024 |
| Faithful and Useful Explanations by Large Language Models Q Lyu University of Pennsylvania, 2024 | | 2024 |
| Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck JM Ludan, Q Lyu, Y Yang, L Dugan, M Yatskar, C Callison-Burch arXiv preprint arXiv:2310.19660, 2023 | | 2023 |
Chris Callison-BurchProfessor, University of PennsylvaniaCorreu electrònic verificat a upenn.edu
