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Shaoxiong Feng
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Posterior-gan: Towards informative and coherent response generation with posterior generative adversarial network
S Feng, H Chen, K Li, D Yin
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7708-7715, 2020
352020
Generating relevant and coherent dialogue responses using self-separated conditional variational AutoEncoders
B Sun, S Feng, Y Li, J Liu, K Li
arXiv preprint arXiv:2106.03410, 2021
342021
Regularizing dialogue generation by imitating implicit scenarios
S Feng, X Ren, H Chen, B Sun, K Li, X Sun
arXiv preprint arXiv:2010.01893, 2020
222020
Turning dust into gold: Distilling complex reasoning capabilities from llms by leveraging negative data
Y Li, P Yuan, S Feng, B Pan, B Sun, X Wang, H Wang, K Li
Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 18591 …, 2024
152024
Multi-view feature representation for dialogue generation with bidirectional distillation
S Feng, X Ren, K Li, X Sun
Proceedings of the AAAI Conference on Artificial Intelligence 35 (14), 12812 …, 2021
122021
Diversifying neural dialogue generation via negative distillation
Y Li, S Feng, B Sun, K Li
arXiv preprint arXiv:2205.02795, 2022
102022
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
Y Li, P Yuan, S Feng, B Pan, X Wang, B Sun, H Wang, K Li
arXiv preprint arXiv:2401.10480, 2024
92024
Collaborative group learning
S Feng, H Chen, X Ren, Z Ding, K Li, X Sun
Proceedings of the AAAI conference on artificial intelligence 35 (8), 7431-7438, 2021
92021
BatchEval: Towards Human-like Text Evaluation
P Yuan, S Feng, Y Li, X Wang, B Pan, H Wang, K Li
arXiv preprint arXiv:2401.00437, 2023
82023
Generative Dense Retrieval: Memory Can Be a Burden
P Yuan, X Wang, S Feng, B Pan, Y Li, H Wang, X Miao, K Li
arXiv preprint arXiv:2401.10487, 2024
62024
Stop filtering: Multi-view attribute-enhanced dialogue learning
Y Li, B Sun, S Feng, K Li
Knowledge-Based Systems 277, 110833, 2023
32023
Heterogeneous-branch collaborative learning for dialogue generation
Y Li, S Feng, B Sun, K Li
Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13148 …, 2023
32023
Think: A novel conversation model for generating grammatically correct and coherent responses
B Sun, S Feng, Y Li, J Liu, K Li
Knowledge-Based Systems 242, 108376, 2022
32022
Make every penny count: Difficulty-adaptive self-consistency for cost-efficient reasoning
X Wang, S Feng, Y Li, P Yuan, Y Zhang, B Pan, H Wang, Y Hu, K Li
arXiv preprint arXiv:2408.13457, 2024
22024
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
X Wang, Y Li, S Feng, P Yuan, B Pan, H Wang, Y Hu, K Li
arXiv preprint arXiv:2407.02056, 2024
22024
Hierarchical inductive transfer for continual dialogue learning
S Feng, X Ren, K Li, X Sun
arXiv preprint arXiv:2203.10484, 2022
22022
Focused large language models are stable many-shot learners
P Yuan, S Feng, Y Li, X Wang, Y Zhang, C Tan, B Pan, H Wang, Y Hu, ...
arXiv preprint arXiv:2408.13987, 2024
12024
Poor-supervised evaluation for superllm via mutual consistency
P Yuan, S Feng, Y Li, X Wang, B Pan, H Wang, Y Hu, K Li
arXiv preprint arXiv:2408.13738, 2024
12024
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
Y Li, F Mi, Y Li, Y Wang, B Sun, S Feng, K Li
arXiv preprint arXiv:2406.07850, 2024
12024
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder
B Sun, S Feng, Y Li, W Wang, F Mi, Y Li, K Li
arXiv preprint arXiv:2212.00231, 2022
12022
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