| What makes good data for alignment? a comprehensive study of automatic data selection in instruction tuning W Liu, W Zeng, K He, Y Jiang, J He arXiv preprint arXiv:2312.15685, 2023 | 133 | 2023 |
| Modeling discriminative representations for out-of-domain detection with supervised contrastive learning Z Zeng, K He, Y Yan, Z Liu, Y Wu, H Xu, H Jiang, W Xu arXiv preprint arXiv:2105.14289, 2021 | 64 | 2021 |
| A deep generative distance-based classifier for out-of-domain detection with mahalanobis space H Xu, K He, Y Yan, S Liu, Z Liu, W Xu Proceedings of the 28th International Conference on Computational …, 2020 | 56 | 2020 |
| Contrastive zero-shot learning for cross-domain slot filling with adversarial attack K He, J Zhang, Y Yan, W Xu, C Niu, J Zhou Proceedings of the 28th International Conference on Computational …, 2020 | 40 | 2020 |
| Adversarial self-supervised learning for out-of-domain detection Z Zeng, K He, Y Yan, H Xu, W Xu Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 31 | 2021 |
| Bridge to target domain by prototypical contrastive learning and label confusion: Re-explore zero-shot learning for slot filling L Wang, X Li, J Liu, K He, Y Yan, W Xu arXiv preprint arXiv:2110.03572, 2021 | 29 | 2021 |
| Dynamically disentangling social bias from task-oriented representations with adversarial attack L Wang, Y Yan, K He, Y Wu, W Xu Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 29 | 2021 |
| Todsum: Task-oriented dialogue summarization with state tracking L Zhao, F Zheng, K He, W Zeng, Y Lei, H Jiang, W Wu, W Xu, J Guo, ... arXiv preprint arXiv:2110.12680, 2021 | 26 | 2021 |
| Learning to tag OOV tokens by integrating contextual representation and background knowledge K He, Y Yan, W Xu Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 23 | 2020 |
| Disentangled knowledge transfer for OOD intent discovery with unified contrastive learning Y Mou, K He, Y Wu, Z Zeng, H Xu, H Jiang, W Wu, W Xu Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 22 | 2022 |
| Domain-oriented prefix-tuning: Towards efficient and generalizable fine-tuning for zero-shot dialogue summarization L Zhao, F Zheng, W Zeng, K He, W Xu, H Jiang, W Wu, Y Wu arXiv preprint arXiv:2204.04362, 2022 | 21 | 2022 |
| Generative zero-shot prompt learning for cross-domain slot filling with inverse prompting X Li, L Wang, G Dong, K He, J Zhao, H Lei, J Liu, W Xu arXiv preprint arXiv:2307.02830, 2023 | 18 | 2023 |
| Revisit overconfidence for ood detection: Reassigned contrastive learning with adaptive class-dependent threshold Y Wu, K He, Y Yan, QX Gao, Z Zeng, F Zheng, L Zhao, H Jiang, W Wu, ... Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 18 | 2022 |
| A multi-task semantic decomposition framework with task-specific pre-training for few-shot ner G Dong, Z Wang, J Zhao, G Zhao, D Guo, D Fu, T Hui, C Zeng, K He, X Li, ... Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 16 | 2023 |
| Hierarchical speaker-aware sequence-to-sequence model for dialogue summarization Y Lei, Y Yan, Z Zeng, K He, X Zhang, W Xu ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 16 | 2021 |
| Revisit input perturbation problems for llms: A unified robustness evaluation framework for noisy slot filling task G Dong, J Zhao, T Hui, D Guo, W Wang, B Feng, Y Qiu, Z Gongque, K He, ... CCF International Conference on Natural Language Processing and Chinese …, 2023 | 15 | 2023 |
| Watch the neighbors: A unified k-nearest neighbor contrastive learning framework for OOD intent discovery Y Mou, K He, P Wang, Y Wu, J Wang, W Wu, W Xu arXiv preprint arXiv:2210.08909, 2022 | 15 | 2022 |
| A prototypical semantic decoupling method via joint contrastive learning for few-shot named entity recognition G Dong, Z Wang, L Wang, D Guo, D Fu, Y Wu, C Zeng, X Li, T Hui, K He, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 14 | 2023 |
| Pssat: A perturbed semantic structure awareness transferring method for perturbation-robust slot filling G Dong, D Guo, L Wang, X Li, Z Wang, C Zeng, K He, J Zhao, H Lei, X Cui, ... arXiv preprint arXiv:2208.11508, 2022 | 14 | 2022 |
| A finer-grain universal dialogue semantic structures based model for abstractive dialogue summarization Y Lei, F Zheng, Y Yan, K He, W Xu Findings of the Association for Computational Linguistics: EMNLP 2021, 1354-1364, 2021 | 13 | 2021 |
