| GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection W He*, Y Dai*, Y Zheng, Y Wu, Z Cao, D Liu, P Jiang, M Yang, F Huang, ... AAAI 2022, 2022 | 140 | 2022 |
| Transferable Dialogue Systems and User Simulators BH Tseng, Y Dai, F Kreyssig, B Byrne ACL-IJCNLP 2021, 2021 | 60 | 2021 |
| SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation W He*, Y Dai*, M Yang, J Sun, F Huang, L Si, Y Li SIGIR 2022, 187-200, 2022 | 55* | 2022 |
| Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking Y Dai, H Li, Y Li, J Sun, F Huang, L Si, X Zhu ACL-IJCNLP 2021, 2021 | 54 | 2021 |
| Task-Oriented Dialogue System as Natural Language Generation W Wang, Z Zhang, J Guo, Y Dai, B Chen, W Luo SIGIR 2022, 2698-2703, 2022 | 43 | 2022 |
| Learning low-resource end-to-end goal-oriented dialog for fast and reliable system deployment Y Dai, H Li, C Tang, Y Li, J Sun, X Zhu ACL 2020, 2020 | 38 | 2020 |
| SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding W He*, Y Dai*, B Hui, M Yang, Z Cao, J Dong, F Huang, L Si, Y Li COLING 2022, 2022 | 33 | 2022 |
| Spokenwoz: A large-scale speech-text benchmark for spoken task-oriented dialogue agents S Si, W Ma, H Gao, Y Wu, TE Lin, Y Dai, H Li, R Yan, F Huang, Y Li Advances in Neural Information Processing Systems 36, 2024 | 26* | 2024 |
| Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy L Rojas-Barahona, BH Tseng, Y Dai, C Mansfield, O Ramadan, S Ultes, ... LOUHI 2018, 2018 | 26 | 2018 |
| A survey on dialog management: Recent advances and challenges Y Dai, H Yu, Y Jiang, C Tang, Y Li, J Sun arXiv preprint arXiv:2005.02233, 2020 | 24 | 2020 |
| Think, act, and ask: Open-world interactive personalized robot navigation Y Dai, R Peng, S Li, J Chai ICRA 2024, 2023 | 21 | 2023 |
| Unsupervised learning of deterministic dialogue structure with edge-enhanced graph auto-encoder Y Sun, Y Shan, C Tang, Y Hu, Y Dai, J Yu, J Sun, F Huang, L Si AAAI 2021 35 (15), 13869-13877, 2021 | 17 | 2021 |
| Towards generalized models for beyond domain api task-oriented dialogue H Mi, Q Ren, Y Dai, Y He, J Sun, Y Li, J Zheng, P Xu AAAI-21 DSTC9 Workshop, 2021 | 17 | 2021 |
| Cgodial: A large-scale benchmark for chinese goal-oriented dialog evaluation Y Dai, W He, B Li, Y Wu, Z Cao arXiv preprint arXiv:2211.11617, 2022 | 12 | 2022 |
| Cgodial: A large-scale benchmark for chinese goal-oriented dialog evaluation Y Dai, W He, B Li, Y Wu, Z Cao, Z An, J Sun, Y Li EMNLP 2022, 2022 | 11 | 2022 |
| Tracking of enriched dialog states for flexible conversational information access Y Dai, Z Ou, D Ren, P Yu ICASSP 2018, 2018 | 5 | 2018 |
| SEAGULL: An Embodied Agent for Instruction Following through Situated Dialog Y Zhang, J Yang, K Yu, Y Dai, S Storks, Y Bao, J Pan, N Devraj, Z Ma, ... Alexa Prize SimBot Challenge Proceedings (First Place), 2023 | 2 | 2023 |
| Elastic crfs for open-ontology slot filling Y Dai, Y Zhang, H Liu, Z Ou, Y Huang, J Feng Applied Sciences 11 (22), 10675, 2021 | 2 | 2021 |
| Improved Learning of Word Embeddings with Word Definitions and Semantic Injection. Y Zhang, Y Dai, Z Ou, H Wang, J Feng INTERSPEECH, 4253-4257, 2020 | 1 | 2020 |
| Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use J Xi, Y He, J Yang, Y Dai, J Chai arXiv preprint arXiv:2410.24218, 2024 | | 2024 |
Fei HuangCarnegie Mellon University, IBM Research, Facebook, Alibaba DAMO AcademyVerified email at alibaba-inc.com
