conftrace_

response consistency

11 papers

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Co-occurring keywords

large language model (13587) hallucination detection (530) dialogue system (1667) model evaluation (445) benchmark evaluation (1556) knowledge perturbation (1) knowledge capacity (3) legal domain (38) model reliability (46) data contamination (69)

Papers

Measuring LLMs’ Sensitivity to Paraphrased Opinion Prompts EACL 2026
The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI ACL 2025
Enhancing Goal-oriented Proactive Dialogue Systems via Consistency Reflection and Correction ACL 2025
RCScore: Quantifying Response Consistency in Large Language Models EMNLP 2025
Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025
CAPE: Context-Aware Personality Evaluation Framework for Large Language Models EMNLP 2025
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions ACL 2025
HalluCounter: Reference-free LLM Hallucination Detection in the Wild! AACL 2025
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations NIPS 2024
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge ACL 2023