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 | 35 | 2020 |
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 | 34 | 2021 |
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 | 22 | 2020 |
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 | 15 | 2024 |
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 | 12 | 2021 |
Diversifying neural dialogue generation via negative distillation Y Li, S Feng, B Sun, K Li arXiv preprint arXiv:2205.02795, 2022 | 10 | 2022 |
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 | 9 | 2024 |
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 | 9 | 2021 |
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 | 8 | 2023 |
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 | 6 | 2024 |
Stop filtering: Multi-view attribute-enhanced dialogue learning Y Li, B Sun, S Feng, K Li Knowledge-Based Systems 277, 110833, 2023 | 3 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2022 |
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 | 2 | 2024 |
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 | 2 | 2024 |
Hierarchical inductive transfer for continual dialogue learning S Feng, X Ren, K Li, X Sun arXiv preprint arXiv:2203.10484, 2022 | 2 | 2022 |
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 | 1 | 2024 |
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 | 1 | 2024 |
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 | 1 | 2024 |
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 | 1 | 2022 |