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Dayuan Fu
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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
142023
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
122023
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
92023
Semi-supervised knowledge-grounded pre-training for task-oriented dialog systems
W Zeng, K He, Z Wang, D Fu, G Dong, R Geng, P Wang, J Wang, C Sun, ...
SereTOD2022, EMNLP 2022 Workshop, 2022
92022
On Large Language Models' Hallucination with Regard to Known Facts
C Jiang, B Qi, X Hong, D Fu, Y Cheng, F Meng, M Yu, B Zhou, J Zhou
NAACL 2024 Main, 2024
72024
PreAct: Predicting Future in ReAct Enhances Agent's Planning Ability
D Fu, J Huang, S Lu, G Dong, Y Wang, K He, W Xu
arXiv preprint arXiv:2402.11534, 2024
42024
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
X Song, M Diao, G Dong, Z Wang, Y Fu, R Qiao, Z Wang, D Fu, H Wu, ...
arXiv preprint arXiv:2406.08587, 2024
22024
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations
W Zeng, D Fu, K He, Y Wang, Y Xu, W Xu
NAACL 2024 Findings, 2024
22024
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data
Y Wang, K He, D Fu, Z GongQue, H Xu, Y Chen, Z Wang, Y Fu, G Dong, ...
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024
2024
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
D Fu, B Qi, Y Gao, C Jiang, G Dong, B Zhou
EMNLP 2024 Main, 2024
2024
How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data
Y Wang, K He, D Fu, Z Gongque, H Xu, Y Chen, Z Wang, Y Fu, G Dong, ...
EMNLP 2024 Main, 2024
2024
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses
W Zeng, K He, Y Wang, D Fu, W Xu
COLING 2024, 2024
2024
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