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 | 56 | 2022 |
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 Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 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 |
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 |
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 |
Revisit out-of-vocabulary problem for slot filling: A unified contrastive framework with multi-level data augmentations D Guo, G Dong, D Fu, Y Wu, C Zeng, T Hui, L Wang, X Li, Z Wang, K He, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 9 | 2023 |
A robust contrastive alignment method for multi-domain text classification X Li, H Lei, L Wang, G Dong, J Zhao, J Liu, W Xu, C Zhang ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 8 | 2022 |
Exploiting domain-slot related keywords description for few-shot cross-domain dialogue state tracking G Qixiang, G Dong, Y Mou, L Wang, C Zeng, D Guo, M Sun, W Xu Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 7 | 2022 |
Aisfg: Abundant information slot filling generator Y Yan, J Ye, Z Zhang, L Wang Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 5 | 2022 |
SIAST: A Slot Imbalance-Aware Self-Training Scheme for Semi-Supervised Slot Filling J Liu, S Xiong, Y He, T Zhou, L Wang, X Li, B Xiao ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |