Researcher — paper.dinq.me

2026 顶会论文

作者位次 #8/8NeurIPS 2026Poster

Evidential Semantic Uncertainty Decomposition for Large Language Models

Kangshuo Li · Tianhao Wang · Yifan Zhang · Lance Kaplan · Audun Jøsang · Dong Hyun Jeong · Jin-Hee Cho · Feng Chen

OpenReview

作者位次 #8/9ACL 2026Poster· Natural Language Processing

Uncertainty-Aware Test-Time Search for Optimization Problem Solving

Linlin Yu · Xujiang Zhao · Dong Li · Yanchi Liu · Wei Cheng · Zhengzhang Chen · Chen Zhao · Feng Chen · Haifeng Chen

摘要

Automatically solving optimization problems from natural language descriptions with both efficiency and reliability is highly desirable but remains challenging. Language model hallucinations and the limited availability of labeled datasets often result in misaligned formulations, code errors, and...

效率与系统评测与基准推理OpenReview 项目页

作者位次 #2/4KDD 2026Oral· Knowledge Discovery & Data Mining

The 5th Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)

Chen Zhao · Feng Chen · Xintao Wu · Haifeng Chen

检索与知识社会与人本OpenReview

作者位次 #3/6KDD 2026Oral· Knowledge Discovery & Data Mining

The 5th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)

Xujiang Zhao · Chen Zhao · Feng Chen · Jin-Hee Cho · Hua Wei · Haifeng Chen

推理检索与知识OpenReview

Feng Chen

获取完整研究档案

联系方式

2026 顶会论文

Evidential Semantic Uncertainty Decomposition for Large Language Models

Uncertainty-Aware Test-Time Search for Optimization Problem Solving

The 5th Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)

The 5th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)

常见合作者