| Consert: A contrastive framework for self-supervised sentence representation transfer Y Yan, R Li, S Wang, F Zhang, W Wu, W Xu arXiv preprint arXiv:2105.11741, 2021 | 533 | 2021 |
| 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 | 61 | 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 | 54 | 2020 |
| Instructionner: A multi-task instruction-based generative framework for few-shot ner L Wang, R Li, Y Yan, Y Yan, S Wang, W Wu, W Xu arXiv preprint arXiv:2203.03903, 2022 | 51 | 2022 |
| 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 | 34 | 2020 |
| Large-scale relation learning for question answering over knowledge bases with pre-trained language models Y Yan, R Li, S Wang, H Zhang, Z Daoguang, F Zhang, W Wu, W Xu Proceedings of the 2021 conference on empirical methods in natural language …, 2021 | 31 | 2021 |
| 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 | 28 | 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 | 27 | 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 | 27 | 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 | 22 | 2020 |
| 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 | 15 | 2022 |
| 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 | 15 | 2021 |
| Multi-level cross-lingual transfer learning with language shared and specific knowledge for spoken language understanding K He, W Xu, Y Yan IEEE Access 8, 29407-29416, 2020 | 14 | 2020 |
| Adversarial generative distance-based classifier for robust out-of-domain detection Z Zeng, H Xu, K He, Y Yan, S Liu, Z Liu, W Xu ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 13 | 2021 |
| 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 | 11 | 2021 |
| Adversarial semantic decoupling for recognizing open-vocabulary slots Y Yan, K He, H Xu, S Liu, F Meng, M Hu, W Xu Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 11 | 2020 |
| From context-aware to knowledge-aware: Boosting OOV tokens recognition in slot tagging with background knowledge K He, Y Yan, W Xu Neurocomputing 445, 267-275, 2021 | 8 | 2021 |
| Boosting low-resource intent detection with in-scope prototypical networks H Lin, Y Yan, G Chen ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 8 | 2021 |
| Novel slot detection: A benchmark for discovering unknown slot types in the task-oriented dialogue system Y Wu, Z Zeng, K He, H Xu, Y Yan, H Jiang, W Xu arXiv preprint arXiv:2105.14313, 2021 | 8 | 2021 |
| Adversarial cross-lingual transfer learning for slot tagging of low-resource languages K He, Y Yan, W Xu 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 8 | 2020 |
