conftrace_

internal state analysis

6 papers

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Co-occurring keywords

hallucination detection (530) large language model (13587) consistency checking (12) hidden state vector (3) retrieval-augmented generation (1592) clustering analysis (40) white-box setting (1) black-box setting (10) hidden state analysis (13) training datum (124)

Papers

ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025
Visualizing and Benchmarking LLM Factual Hallucination Tendencies via Internal State Analysis and Clustering IJCNLP 2025
Visualizing and Benchmarking LLM Factual Hallucination Tendencies via Internal State Analysis and Clustering AACL 2025
LLM-Check: Investigating Detection of Hallucinations in Large Language Models NIPS 2024
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking ACL 2024
InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024