| Soloist: Building Task Bots at Scale with Transfer Learning and Machine Teaching B Peng, C Li, J Li, S Shayandeh, L Liden, J Gao Transactions of the Association for Computational Linguistics 9, 807-824, 2021 | 332* | 2021 |
| Few-shot natural language generation for task-oriented dialog B Peng, C Zhu, C Li, X Li, J Li, M Zeng, J Gao Findings of the Association for Computational Linguistics: EMNLP 2020, 172–182, 2020 | 220 | 2020 |
| Convlab-2: An open-source toolkit for building, evaluating, and diagnosing dialogue systems Q Zhu, Z Zhang, Y Fang, X Li, R Takanobu, J Li, B Peng, J Gao, X Zhu, ... Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 129 | 2020 |
| Convlab: Multi-domain end-to-end dialog system platform S Lee, Q Zhu, R Takanobu, X Li, Y Zhang, Z Zhang, J Li, B Peng, X Li, ... Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 113 | 2019 |
| Overview of the ninth dialog system technology challenge: Dstc9 C Gunasekara, S Kim, LF D'haro, A Rastogi, YN Chen, M Eric, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 74 | 2024 |
| The eighth dialog system technology challenge S Kim, M Galley, C Gunasekara, S Lee, A Atkinson, B Peng, H Schulz, ... arXiv preprint arXiv:1911.06394, 2019 | 73 | 2019 |
| Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing J Li, AH Sayed EURASIP Journal on Advances in Signal Processing 2012, 1-17, 2012 | 61 | 2012 |
| Is your goal-oriented dialog model performing really well? empirical analysis of system-wise evaluation R Takanobu, Q Zhu, J Li, B Peng, J Gao, M Huang Proceedings of the 21st Annual Meeting of the Special Interest Group on …, 2021 | 55 | 2021 |
| RADDLE: An evaluation benchmark and analysis platform for robust task-oriented dialog systems B Peng, C Li, Z Zhang, C Zhu, J Li, J Gao Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 47 | 2021 |
| Valuenet: A new dataset for human value driven dialogue system L Qiu, Y Zhao, J Li, P Lu, B Peng, J Gao, SC Zhu Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 11183 …, 2022 | 41 | 2022 |
| Guided dialog policy learning without adversarial learning in the loop Z Li, S Lee, B Peng, J Li, J Kiseleva, M de Rijke, S Shayandeh, J Gao Findings of the Association for Computational Linguistics: EMNLP 2020, 2308–2317, 2020 | 36 | 2020 |
| Results of the multi-domain task-completion dialog challenge J Li, B Peng, S Lee, J Gao, R Takanobu, Q Zhu, M Huang, H Schulz, ... Proceedings of the 34th AAAI Conference on Artificial Intelligence, Eighth …, 2020 | 33 | 2020 |
| Inexact proximal Newton methods for self-concordant functions J Li, MS Andersen, L Vandenberghe Mathematical Methods of Operations Research 85, 19-41, 2017 | 28 | 2017 |
| Robust conversational AI with grounded text generation J Gao, B Peng, C Li, J Li, S Shayandeh, L Liden, HY Shum arXiv preprint arXiv:2009.03457, 2020 | 24 | 2020 |
| Conversation Learner--A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems S Shukla, L Liden, S Shayandeh, E Kamal, J Li, M Mazzola, T Park, ... Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 24 | 2020 |
| Synthetic data generation for training of natural language understanding models B Peng, C Zhu, LI Chunyuan, X Li, J Li, N Zeng, J Gao US Patent 11,508,360, 2022 | 17 | 2022 |
| Overview of the eighth dialog system technology challenge: DSTC8 S Kim, M Galley, C Gunasekara, S Lee, A Atkinson, B Peng, H Schulz, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 2529-2540, 2021 | 17 | 2021 |
| Domain-specific pretraining for vertical search: Case study on biomedical literature Y Wang, J Li, T Naumann, C Xiong, H Cheng, R Tinn, C Wong, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 15 | 2021 |
| Honeybee swarming behavior using diffusion adaptation J Li, SY Tu, AH Sayed 2011 Digital Signal Processing and Signal Processing Education Meeting (DSP …, 2011 | 13 | 2011 |
| Resprompt: Residual connection prompting advances multi-step reasoning in large language models S Jiang, Z Shakeri, A Chan, M Sanjabi, H Firooz, Y Xia, B Akyildiz, Y Sun, ... Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 8 | 2024 |
