internal state

Defeating Cerberus: Privacy-Leakage Mitigation in Vision Language Models EACL 2026 Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness ACL 2026 Attributive Reasoning for Hallucination Diagnosis of Large Language Models AAAI 2025 Chain-of-Thought Prompting Obscures Hallucination Cues in Large Language Models: An Empirical Evaluation EMNLP 2025 Internal states before wait modulate reasoning patterns EMNLP 2025 Prompt-Guided Internal States for Hallucination Detection of Large Language Models ACL 2025 Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception ACL 2025 TruthPrInt: Mitigating Large Vision-Language Models Object Hallucination Via Latent Truthful-Guided Pre-Intervention ICCV 2025 INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection ICLR 2024 InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024 LLM Internal States Reveal Hallucination Risk Faced With a Query EMNLP 2024 RecomMind: Movie Recommendation Dialogue with Seeker’s Internal State EMNLP 2024 Redefining Proactivity for Information Seeking Dialogue EMNLP 2024 Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models ACL 2024 Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023 The Internal State of an LLM Knows When It’s Lying EMNLP 2023 Scaffolded input promotes atomic organization in the recurrent neural network language model CoNLL 2021