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ORCIDShaoxiong Feng
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2020 – today
- 2024
[c17]Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li:
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data. AAAI 2024: 18591-18599- [c16]Yiwei Li, Fei Mi, Yitong Li, Yasheng Wang, Bin Sun, Shaoxiong Feng, Kan Li:
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation. ACL (Findings) 2024: 11585-11596 - [c15]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency. ACL (Findings) 2024: 11614-11627 - [c14]Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation. ACL (1) 2024: 11782-11794 - [c13]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
BatchEval: Towards Human-like Text Evaluation. ACL (1) 2024: 15940-15958 - [c12]Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li, Heda Wang, Xupeng Miao, Kan Li:
Generative Dense Retrieval: Memory Can Be a Burden. EACL (1) 2024: 2835-2845 - [c11]Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Xinglin Wang, Bin Sun, Heda Wang, Kan Li:
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning. ICLR 2024 - [i22]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Kan Li:
BatchEval: Towards Human-like Text Evaluation. CoRR abs/2401.00437 (2024) - [i21]Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Xinglin Wang, Bin Sun, Heda Wang, Kan Li:
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning. CoRR abs/2401.10480 (2024) - [i20]Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li, Heda Wang, Xupeng Miao, Kan Li:
Generative Dense Retrieval: Memory Can Be a Burden. CoRR abs/2401.10487 (2024) - [i19]Yiwei Li, Fei Mi, Yitong Li, Yasheng Wang, Bin Sun, Shaoxiong Feng, Kan Li:
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation. CoRR abs/2406.07850 (2024) - [i18]Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation. CoRR abs/2407.02056 (2024) - [i17]Xinglin Wang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
CogLM: Tracking Cognitive Development of Large Language Models. CoRR abs/2408.09150 (2024) - [i16]Xinglin Wang, Shaoxiong Feng, Yiwei Li, Peiwen Yuan, Yueqi Zhang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning. CoRR abs/2408.13457 (2024) - [i15]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency. CoRR abs/2408.13738 (2024) - [i14]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Focused Large Language Models are Stable Many-Shot Learners. CoRR abs/2408.13987 (2024) - [i13]Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Instruction Embedding: Latent Representations of Instructions Towards Task Identification. CoRR abs/2409.19680 (2024) - 2023
- [j2]Yiwei Li
, Bin Sun, Shaoxiong Feng, Kan Li:
Stop filtering: Multi-view attribute-enhanced dialogue learning. Knowl. Based Syst. 277: 110833 (2023) - [c10]Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li:
Heterogeneous-Branch Collaborative Learning for Dialogue Generation. AAAI 2023: 13148-13156 - [i12]Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li:
Heterogeneous-Branch Collaborative Learning for Dialogue Generation. CoRR abs/2303.11621 (2023) - [i11]Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li:
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data. CoRR abs/2312.12832 (2023) - 2022
- [j1]Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li:
THINK: A novel conversation model for generating grammatically correct and coherent responses. Knowl. Based Syst. 242: 108376 (2022) - [c9]Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Hierarchical Inductive Transfer for Continual Dialogue Learning. ACL (Findings) 2022: 693-699 - [c8]Bin Sun, Shaoxiong Feng, Yiwei Li, Weichao Wang, Fei Mi, Yitong Li, Kan Li:
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder. EMNLP (Findings) 2022: 4140-4153 - [c7]Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li:
Diversifying Neural Dialogue Generation via Negative Distillation. NAACL-HLT 2022: 407-418 - [c6]Min Pan, Teng Li, Chenghao Yang, Shuting Zhou, Shaoxiong Feng, Youbin Fang, Xingyu Li:
A Context-Aware BERT Retrieval Framework Utilizing Abstractive Summarization. WI/IAT 2022: 873-878 - [i10]Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Hierarchical Inductive Transfer for Continual Dialogue Learning. CoRR abs/2203.10484 (2022) - [i9]Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li:
Diversifying Neural Dialogue Generation via Negative Distillation. CoRR abs/2205.02795 (2022) - [i8]Yiwei Li, Bin Sun, Shaoxiong Feng, Kan Li:
Stop Filtering: Multi-View Attribute-Enhanced Dialogue Learning. CoRR abs/2205.11206 (2022) - [i7]Bin Sun, Shaoxiong Feng, Yiwei Li, Weichao Wang, Fei Mi, Yitong Li, Kan Li:
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder. CoRR abs/2212.00231 (2022) - 2021
- [c5]Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun:
Collaborative Group Learning. AAAI 2021: 7431-7438 - [c4]Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. AAAI 2021: 12812-12820 - [c3]Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li:
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders. ACL/IJCNLP (1) 2021: 5624-5637 - [i6]Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. CoRR abs/2102.10780 (2021) - [i5]Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li:
THINK: A Novel Conversation Model for Generating Grammatically Correct and Coherent Responses. CoRR abs/2105.13630 (2021) - [i4]Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li:
Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders. CoRR abs/2106.03410 (2021) - 2020
- [c2]Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin:
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network. AAAI 2020: 7708-7715 - [c1]Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun:
Regularizing Dialogue Generation by Imitating Implicit Scenarios. EMNLP (1) 2020: 6592-6604 - [i3]Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin:
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network. CoRR abs/2003.02020 (2020) - [i2]Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun:
Collaborative Group Learning. CoRR abs/2009.07712 (2020) - [i1]Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun:
Regularizing Dialogue Generation by Imitating Implicit Scenarios. CoRR abs/2010.01893 (2020)
Coauthor Index
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