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DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics
8 July 2024
Luke Yoffe
Alfonso Amayuelas
William Yang Wang
LLMAG
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HuggingFace (1 upvotes)
Papers citing
"DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics"
7 / 7 papers shown
MAD-Fact: A Multi-Agent Debate Framework for Long-Form Factuality Evaluation in LLMs
Yucheng Ning
Xixun Lin
Fang Fang
Yanan Cao
HILM
315
0
0
27 Oct 2025
Sample, Align, Synthesize: Graph-Based Response Synthesis with ConGrs
Sayan Ghosh
Shahzaib Saqib Warraich
Dhruv Tarsadiya
Gregory Yauney
Swabha Swayamdipta
126
0
0
03 Oct 2025
LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
Xixun Lin
Yucheng Ning
Jingwen Zhang
Yan Dong
Y. Liu
...
Bin Wang
Yanan Cao
Kai-xiang Chen
Songlin Hu
Li Guo
LLMAG
LRM
348
5
0
23 Sep 2025
PIE: Performance Interval Estimation for Free-Form Generation Tasks
Chi-Yang Hsu
Alexander Braylan
Yiheng Su
Omar Alonso
Matthew Lease
123
0
0
09 Sep 2025
Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets
Chenlin Liu
Minghui Fang
Patrick Zhang
Wei Zhou
Jie Gao
Jiqing Han
197
1
0
21 Aug 2025
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
Jialong Zhou
L. Wang
Xiao Yang
LLMAG
371
9
0
25 May 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
Toghrul Abbasli
Kentaroh Toyoda
Yuan Wang
Leon Witt
Muhammad Asif Ali
Yukai Miao
Dan Li
Qingsong Wei
UQCV
627
2
0
25 Apr 2025
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