| A stack-propagation framework with token-level intent detection for spoken language understanding L Qin, W Che, Y Li, H Wen, T Liu EMNLP 2019, 2019 | 168 | 2019 |
| Cosda-ml: Multi-lingual code-switching data augmentation for zero-shot cross-lingual nlp L Qin, M Ni, Y Zhang, W Che IJCAI 2020, 2020 | 75 | 2020 |
| A Co-Interactive Transformer for Joint Slot Filling and Intent Detection L Qin, T Liu, W Che, B Kang, S Zhao, T Liu ICASSP 2021, 2021 | 54 | 2021 |
| Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog L Qin, X Xu, W Che, Y Zhang, T Liu ACL 2020, 2020 | 54 | 2020 |
| DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification. L Qin, W Che, Y Li, M Ni, T Liu AAAI 2020, 2020 | 54 | 2020 |
| N-ltp: A open-source neural chinese language technology platform with pretrained models W Che, Y Feng, L Qin, T Liu EMNLP2021 Demo, 2021 | 50* | 2021 |
| AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling L Qin, X Xu, W Che, T Liu EMNLP Findings 2020, 2020 | 47 | 2020 |
| Entity-consistent end-to-end task-oriented dialogue system with kb retriever L Qin, Y Liu, W Che, H Wen, Y Li, T Liu EMNLP 2019, 2019 | 44 | 2019 |
| Sequence-to-sequence learning for task-oriented dialogue with dialogue state representation H Wen, Y Liu, W Che, L Qin, T Liu COLING 2018, 2018 | 41 | 2018 |
| A Survey on Spoken Language Understanding: Recent Advances and New Frontiers L Qin, T Xie, W Che, T Liu IJCAI2021 (Survey Track), 2021 | 28 | 2021 |
| Fewclue: A chinese few-shot learning evaluation benchmark HH Liang Xu, Xiaojing Lu, Chenyang Yuan, Xuanwei Zhang, Huilin Xu, Hu Yuan ... arXiv preprint arXiv:2107.07498, 2021 | 27 | 2021 |
| Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization X Feng, X Feng, L Qin, B Qin, T Liu ACL2021, 2021 | 26 | 2021 |
| Co-gat: A co-interactive graph attention network for joint dialog act recognition and sentiment classification L Qin, Z Li, W Che, M Ni, T Liu Proceedings of the AAAI Conference on Artificial Intelligence 35 (15), 13709 …, 2021 | 25 | 2021 |
| Nl-augmenter: A framework for task-sensitive natural language augmentation KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ... arXiv preprint arXiv:2112.02721, 2021 | 24 | 2021 |
| GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling L Qin, F Wei, T Xie, X Xu, W Che, T Liu ACL2021, 2021 | 18 | 2021 |
| Knowing where to leverage: Context-aware graph convolutional network with an adaptive fusion layer for contextual spoken language understanding L Qin, W Che, M Ni, Y Li, T Liu IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 1280-1289, 2021 | 16 | 2021 |
| Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network Y Li, K Yao, L Qin, W Che, X Li, T Liu ACL 2020, 97-106, 2020 | 15 | 2020 |
| Dialogue State Induction Using Neural Latent Variable Models Q Min, L Qin, Z Teng, X Liu, Y Zhang IJCAI 2020, 2020 | 12 | 2020 |
| Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding D Teng, L Qin, W Che, S Zhao, T Liu ICASSP 2021, 2020 | 8 | 2020 |
| Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System L Qin, T Xie, S Huang, Q Chen, X Xu, W Che EMNLP 2021, 2021 | 6 | 2021 |
