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 | 284 | 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 | 143 | 2020 |
N-ltp: A open-source neural chinese language technology platform with pretrained models W Che, Y Feng, L Qin, T Liu EMNLP 2021 Demo 50, 2021 | 129* | 2021 |
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 | 118 | 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 | 114 | 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 | 91 | 2020 |
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model H Fei, S Wu, J Li, B Li, F Li, L Qin, M Zhang, M Zhang, TS Chua Advances in Neural Information Processing Systems, 2022 | 86 | 2022 |
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers L Qin, T Xie, W Che, T Liu IJCAI2021 (Survey Track), 2021 | 78 | 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 | 76 | 2020 |
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 | 74 | 2021 |
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization X Feng, X Feng, L Qin, B Qin, T Liu ACL2021, 2021 | 69 | 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 AAAI2021 35 (15), 13709-13717, 2021 | 68 | 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 | 64 | 2021 |
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 | 57 | 2019 |
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 | 51 | 2021 |
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 | 49 | 2018 |
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective L Yang, S Zhang, L Qin, Y Li, Y Wang, H Liu, J Wang, X Xie, Y Zhang ACL 2023 Findings, 2022 | 43 | 2022 |
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding L Qin, Q Chen, T Xie, Q Li, JG Lou, W Che, MY Kan ACL 2022, 2022 | 26 | 2022 |
Dialogue State Induction Using Neural Latent Variable Models Q Min, L Qin, Z Teng, X Liu, Y Zhang IJCAI 2020, 2020 | 23 | 2020 |
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 | 22 | 2020 |