conftrace_

trustworthy evaluation

3 papers

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large language model (2) data contamination (2) benchmark evaluation (2) shortcut neuron (1) model assessment (1) evaluation criterion (1) certainty estimation (1) positional bia (1) neuron analysis (1) causal analysis (1)

Papers

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis ACL 2025 EvalAssist: LLM-as-a-Judge Simplified AAAI 2025 Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models ACL 2024