A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Named Entity Recognition
Dong, Guanting, Wang, Zechen, Wang, Liwen, Guo, Daichi, Fu, Dayuan, Wu, Yuxiang, Zeng, Chen, Li, Xuefeng, Hui, Tingfeng, He, Keqing, Cui, Xinyue, Gao, Qixiang, Xu, Weiran
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Revisit Out-Of-Vocabulary Problem For Slot Filling: A Unified Contrastive Framework With Multi-Level Data Augmentations
Guo, Daichi, Dong, Guanting, Fu, Dayuan, Wu, Yuxiang, Zeng, Chen, Hui, Tingfeng, Wang, Liwen, Li, Xuefeng, Wang, Zechen, He, Keqing, Cui, Xinyue, Xu, Weiran
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
HFT: Half Fine-Tuning for Large Language Models
Tingfeng Hui, Zhang, Zhenyu, Wang, Shuohuan, Xu, Weiran, Sun, Yu, Wu, Hua
Published in arXiv.org (29.04.2024)
Published in arXiv.org (29.04.2024)
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Paper
Journal Article
Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task
Zhao, Jinxu, Dong, Guanting, Qiu, Yueyan, Tingfeng Hui, Song, Xiaoshuai, Guo, Daichi, Xu, Weiran
Published in arXiv.org (06.03.2024)
Published in arXiv.org (06.03.2024)
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Paper
Journal Article
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task
Dong, Guanting, Tingfeng Hui, GongQue, Zhuoma, Zhao, Jinxu, Guo, Daichi, Zhao, Gang, He, Keqing, Xu, Weiran
Published in arXiv.org (16.10.2023)
Published in arXiv.org (16.10.2023)
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Paper
Journal Article
A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition
Dong, Guanting, Wang, Zechen, Wang, Liwen, Guo, Daichi, Fu, Dayuan, Wu, Yuxiang, Zeng, Chen, Li, Xuefeng, Tingfeng Hui, He, Keqing, Cui, Xinyue, Gao, Qixiang, Xu, Weiran
Published in arXiv.org (12.04.2023)
Published in arXiv.org (12.04.2023)
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Paper
Journal Article
Revisit Out-Of-Vocabulary Problem for Slot Filling: A Unified Contrastive Frameword with Multi-level Data Augmentations
Guo, Daichi, Dong, Guanting, Fu, Dayuan, Wu, Yuxiang, Zeng, Chen, Tingfeng Hui, Wang, Liwen, Li, Xuefeng, Wang, Zechen, He, Keqing, Cui, Xinyue, Xu, Weiran
Published in arXiv.org (27.02.2023)
Published in arXiv.org (27.02.2023)
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Paper
Journal Article
Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-Training for Noisy Slot Filling Task
Zhao, Jinxu, Dong, Guanting, Qiu, Yueyan, Hui, Tingfeng, Song, Xiaoshuai, Guo, Daichi, Xu, Weiran
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER
Dong, Guanting, Wang, Zechen, Zhao, Jinxu, Zhao, Gang, Guo, Daichi, Fu, Dayuan, Hui, Tingfeng, Zeng, Chen, He, Keqing, Li, Xuefeng, Wang, Liwen, Cui, Xinyue, Xu, Weiran
Year of Publication 28.08.2023
Year of Publication 28.08.2023
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Journal Article