| A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding L Qin, W Che, Y Li, H Wen, T Liu Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 283 | 2019 |
| 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 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20 …, 2020 | 90 | 2020 |
| Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition Y Li, L Liu, S Shi The 9th International Conference on Learning Representations (ICLR-2021), 2021 | 70 | 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 Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 57 | 2019 |
| Texsmart: A text understanding system for fine-grained ner and enhanced semantic analysis H Zhang, L Liu, H Jiang, Y Li, E Zhao, K Xu, L Song, S Zheng, B Zhou, ... arXiv preprint arXiv:2012.15639, 2020 | 27 | 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 Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 22 | 2020 |
| 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 | 19 | 2021 |
| Rethinking Negative Sampling for Handling Missing Entity Annotations Y Li, L Liu, S Shi Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 17 | 2022 |
| TexSmart: A System for Enhanced Natural Language Understanding L Liu, H Zhang, H Jiang, Y Li, E Zhao, K Xu, L Song, S Zheng, B Zhou, ... System Demonstrations of ACL-2020, 2021 | 17 | 2021 |
| Handling Rare Entities for Neural Sequence Labeling Y Li, H Li, K Yao, X Li Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 11 | 2020 |
| Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization L Qin, M Ni, Y Zhang, W Che, Y Li, T Liu Transactions on Asian and Low-Resource Language Information Processing, 2021 | 8 | 2021 |
| Fine-grained entity typing without knowledge base J Qian, Y Liu, L Liu, Y Li, H Jiang, H Zhang, S Shi Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 7 | 2021 |
| Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines Y Li, K Yao The 35th AAAI Conference on Artificial Intelligence (AAAI-2021), 2021 | 7 | 2021 |
| Segmenting Natural Language Sentences via Lexical Unit Analysis Y Li, L Liu, S Shi Findings of EMNLP-2021, 2020 | 5 | 2020 |
| Neural Sequence Segmentation as Determining the Leftmost Segments Y Li, L Liu, K Yao Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 4 | 2021 |
| Span-based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models Y Li, K Yao, L Qin, S Peng, Y Liu, X Li The 34th AAAI Conference on Artificial Intelligence (AAAI-2020), pages 8277-8284, 2020 | 3 | 2020 |
| On Error Propagation of Diffusion Models Y Li, M van der Schaar The 12th International Conference on Learning Representations (ICLR-2024), 2023 | 2* | 2023 |
| Rewriter-Evaluator Architecture for Neural Machine Translation Y Li, K Yao Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 2 | 2021 |
| A Simple Yet Effective Approach to Structured Knowledge Distillation W Lin, Y Li, L Liu, S Shi, HT Zheng ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| Risk-Sensitive Diffusion for Perturbation-Robust Optimization Y Li, MR Luyten, M van der Schaar arXiv preprint arXiv:2402.02081, 2024 | | 2024 |
