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Shaoxiong Feng

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

26

Venues

6

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

26 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLLLM-Powered Benchmark Factory: Reliable, Generic, and Efficient.Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025ACLRevisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation.Yiwei Li, Ji Zhang, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025ACLFrom Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen.Peiwen Yuan, Chuyi Tan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Boyuan Pan, Yao Hu, Kan Li
2025ACLBeyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation.Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025EMNLPSpeculative Decoding for Multi-Sample Inference.Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Ji Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025EMNLPInsBank: Evolving Instruction Subset for Ongoing Alignment.Jiayi Shi, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Huan Ren, Yao Hu, Kan Li
2025ICLRUniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization.Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025NAACLMake Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning.Xinglin Wang, Shaoxiong Feng, Yiwei Li, Peiwen Yuan, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025NAACLCogLM: Tracking Cognitive Development of Large Language Models.Xinglin Wang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024AAAITurning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data.Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li
2024ACLDynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation.Yiwei Li, Fei Mi, Yitong Li, Yasheng Wang, Bin Sun, Shaoxiong Feng, Kan Li
2024ACLIntegrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation.Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024ACLPoor-Supervised Evaluation for SuperLLM via Mutual Consistency.Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024ACLBatchEval: Towards Human-like Text Evaluation.Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024EACLGenerative Dense Retrieval: Memory Can Be a Burden.Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li, Heda Wang, Xupeng Miao, Kan Li
2024EMNLPFocused Large Language Models are Stable Many-Shot Learners.Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024ICLREscape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning.Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Xinglin Wang, Bin Sun, Heda Wang, Kan Li
2023AAAIHeterogeneous-Branch Collaborative Learning for Dialogue Generation.Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li
2022ACLHierarchical Inductive Transfer for Continual Dialogue Learning.Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2022EMNLPModeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder.Bin Sun, Shaoxiong Feng, Yiwei Li, Weichao Wang, Fei Mi, Yitong Li, Kan Li
2022NAACLDiversifying Neural Dialogue Generation via Negative Distillation.Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li
2021AAAICollaborative Group Learning.Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun
2021AAAIMulti-View Feature Representation for Dialogue Generation with Bidirectional Distillation.Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2021ACLGenerating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders.Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li
2020AAAIPosterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network.Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin
2020EMNLPRegularizing Dialogue Generation by Imitating Implicit Scenarios.Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun