| A hierarchical framework for relation extraction with reinforcement learning R Takanobu, T Zhang, J Liu, M Huang Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7072-7079, 2019 | 281 | 2019 |
| Recent advances and challenges in task-oriented dialog systems Z Zhang, R Takanobu, Q Zhu, M Huang, X Zhu Science China Technological Sciences 63 (10), 2011–2027, 2020 | 258 | 2020 |
| Chat-univi: Unified visual representation empowers large language models with image and video understanding P Jin, R Takanobu, W Zhang, X Cao, L Yuan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 172 | 2024 |
| ERICA: improving entity and relation understanding for pre-trained language models via contrastive learning Y Qin, Y Lin, R Takanobu, Z Liu, P Li, H Ji, M Huang, M Sun, J Zhou Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 135 | 2021 |
| 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 | 133 | 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 | 114 | 2019 |
| Guided dialog policy learning: Reward estimation for multi-domain task-oriented dialog R Takanobu, H Zhu, M Huang Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 100 | 2019 |
| MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation T Han, X Liu, R Takanobu, Y Lian, C Huang, D Wan, W Peng, M Huang CCF International Conference on Natural Language Processing and Chinese …, 2021 | 81* | 2021 |
| CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation W Ma, R Takanobu, M Huang Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 73* | 2021 |
| Topic-Guided Conversational Recommender in Multiple Domains L Liao, R Takanobu, Y Ma, X Yang, M Huang, TS Chua IEEE Transactions on Knowledge and Data Engineering, 2020 | 67* | 2020 |
| Multi-agent task-oriented dialog policy learning with role-aware reward decomposition R Takanobu, R Liang, M Huang Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 63 | 2020 |
| Robustness Testing of Language Understanding in Task-Oriented Dialog J Liu, R Takanobu, J Wen, D Wan, H Li, W Nie, C Li, W Peng, M Huang Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 56 | 2021 |
| 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 …, 2020 | 56 | 2020 |
| A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning R Takanobu, M Huang, Z Zhao, FL Li, H Chen, X Zhu, L Nie Proceedings of the 27th International Joint Conference on Artificial …, 2018 | 48 | 2018 |
| 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 8th Dialog System Technology Challenge Workshop, 2020 | 33 | 2020 |
| Aggregating e-commerce search results from heterogeneous sources via hierarchical reinforcement learning R Takanobu, T Zhuang, M Huang, J Feng, H Tang, B Zheng The World Wide Web Conference, 1771-1781, 2019 | 26 | 2019 |
| Joint Event Extraction with Hierarchical Policy Network P Huang, X Zhao, R Takanobu, Z Tan, W Xiao Proceedings of the 28th International Conference on Computational …, 2020 | 23 | 2020 |
| HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management S Gao, R Takanobu, W Peng, Q Liu, M Huang Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021 | 16 | 2021 |
| Multi-Domain Task Completion Dialog Challenge II at DSTC9 J Li, Q Zhu, L Luo, L Liden, K Huang, S Shayandeh, R Liang, B Peng, ... Proceedings of the 9th Dialog System Technology Challenge Workshop, 2021 | 8 | 2021 |
| End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management S Gao, R Takanobu, A Bosselut, M Huang IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022 | 7 | 2022 |
Qi ZhuTsinghua UniversityBestätigte E-Mail-Adresse bei mails.tsinghua.edu.cn