conftrace_

hidden state analysis

13 papers

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Co-occurring keywords

hidden state (113) large language model (13587) neural network (6616) hallucination detection (530) retrieval-augmented generation (1592) activation probe (1) learned feedback pattern (1) alignment verification (2) hidden representation (50) model optimization (75)

Papers

Trajectory Signatures of Deception in Large Language Models ACL 2026
Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis EACL 2026
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection ACL 2025
Internal Chain-of-Thought: Empirical Evidence for Layer‐wise Subtask Scheduling in LLMs EMNLP 2025
Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly EMNLP 2025
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025
Interpreting Learned Feedback Patterns in Large Language Models NIPS 2024
Vision Mamba Mender NIPS 2024
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis EMNLP 2024
LLM-Check: Investigating Detection of Hallucinations in Large Language Models NIPS 2024
VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers EMNLP 2023
Ecco: An Open Source Library for the Explainability of Transformer Language Models ACL 2021
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021