hidden state

Activation-Guided Local Editing for Jailbreaking Attacks ACL 2026 A Unified View on Emotion Representation in Large Language Models EACL 2026 CausalLens: Sensitivity-Guided Multi-Head Causal Intervention for Hallucination Mitigation in Large Vision-Language Models CVPR 2026 ESMC: MLLM-Based Embedding Selection for Explainable Multiple Clustering AAAI 2026 Learning Uncertainty from Sequential Internal Dispersion in Large Language Models ACL 2026 LLMs Know More About Numbers than They Can Say EACL 2026 Look Before You Leap: A Lookahead Reasoning Quality Gate for Speculative Decoding EACL 2026 Prune&Comp: Free Lunch for Layer-Pruned LLMs via Iterative Pruning with Magnitude Compensation AAAI 2026 SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning AAAI 2026 Suppressing Final Layer Hidden State Jumps in Transformer Pretraining EACL 2026 Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience ACL 2026 Activation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention ACL 2025 Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions ICLR 2025 Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models EMNLP 2025 Bold Claims or Self-Doubt? Factuality Hallucination Type Detection via Belief State EMNLP 2025 Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025 Context-Robust Knowledge Editing for Language Models ACL 2025 Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models ICLR 2025 Defending against Indirect Prompt Injection by Instruction Detection EMNLP 2025 DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models NAACL 2025 DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning COLING 2025 Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks NAACL 2025 FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs EMNLP 2025 HaDeMiF: Hallucination Detection and Mitigation in Large Language Models ICLR 2025