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Pei Wang
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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
142022
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, ...
arXiv preprint arXiv:2210.08873, 2022
92022
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT
X Song, K He, P Wang, G Dong, Y Mou, J Wang, Y Xian, X Cai, W Xu
arXiv preprint arXiv:2310.10176, 2023
72023
Decoupling pseudo label disambiguation and representation learning for generalized intent discovery
Y Mou, X Song, K He, C Zeng, P Wang, J Wang, Y Xian, W Xu
arXiv preprint arXiv:2305.17699, 2023
62023
Distribution calibration for out-of-domain detection with bayesian approximation
Y Wu, Z Zeng, K He, Y Mou, P Wang, W Xu
arXiv preprint arXiv:2209.06612, 2022
62022
Generalized intent discovery: Learning from open world dialogue system
Y Mou, K He, Y Wu, P Wang, J Wang, W Wu, Y Huang, J Feng, W Xu
arXiv preprint arXiv:2209.06030, 2022
62022
UniNL: Aligning representation learning with scoring function for OOD detection via unified neighborhood learning
Y Mou, P Wang, K He, Y Wu, J Wang, W Wu, W Xu
arXiv preprint arXiv:2210.10722, 2022
42022
Disentangling confidence score distribution for out-of-domain intent detection with energy-based learning
Y Wu, Z Zeng, K He, Y Mou, P Wang, Y Yan, W Xu
arXiv preprint arXiv:2210.08830, 2022
42022
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
P Wang, K He, Y Wang, X Song, Y Mou, J Wang, Y Xian, X Cai, W Xu
arXiv preprint arXiv:2402.17256, 2024
32024
Multi-Perspective Consistency Enhances Confidence Estimation in Large Language Models
P Wang, Y Wang, M Diao, K He, G Dong, W Xu
arXiv preprint arXiv:2402.11279, 2024
12024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning
Y Wang, K He, G Dong, P Wang, W Zeng, M Diao, Y Mou, M Zhang, ...
arXiv preprint arXiv:2402.09136, 2024
12024
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection
P Wang, K He, Y Mou, X Song, Y Wu, J Wang, Y Xian, X Cai, W Xu
arXiv preprint arXiv:2310.13380, 2023
12023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition
X Song, Y Mou, K He, Y Qiu, P Wang, W Xu
arXiv preprint arXiv:2310.10184, 2023
12023
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