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Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution

v1v2v3 (latest)

Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution

8 August 2025

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Papers citing "Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution"

5 / 5 papers shown

Rewarding the Journey, Not Just the Destination: A Composite Path and Answer Self-Scoring Reward Mechanism for Test-Time Reinforcement Learning

Rewarding the Journey, Not Just the Destination: A Composite Path and Answer Self-Scoring Reward Mechanism for Test-Time Reinforcement Learning

234

0

0

20 Oct 2025

The Chameleon Nature of LLMs: Quantifying Multi-Turn Stance Instability in Search-Enabled Language Models

The Chameleon Nature of LLMs: Quantifying Multi-Turn Stance Instability in Search-Enabled Language Models

Shivam Ratnakar

Sanjay Raghavendra

143

0

0

19 Oct 2025

SID: Multi-LLM Debate Driven by Self Signals

SID: Multi-LLM Debate Driven by Self Signals

122

0

0

08 Oct 2025

KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning

KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning

116

1

0

29 Sep 2025

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting

Shashidhar Reddy Javaji

195

1

0

08 Sep 2025