conftrace_

hidden state

113 papers

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recurrent neural network (1790) large language model (13587) language model (4599) representation learning (6206) attention mechanism (4001) hallucination detection (530) hidden state analysis (13) state space model (390) in-context learning (1405) transformer architecture (1560)

Papers

FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs EMNLP 2025
“I’ve Decided to Leak”: Probing Internals Behind Prompt Leakage Intents EMNLP 2025
Linear Steerability in Language Models: When It Emerges and How It Evolves EMNLP 2025
Defending against Indirect Prompt Injection by Instruction Detection EMNLP 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
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection SEMEVAL 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders AACL 2025
Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025
Activation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention ACL 2025
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025
DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models NAACL 2025
Token-based Decision Criteria Are Suboptimal in In-context Learning NAACL 2025
Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics ACL 2024
A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting INTERSPEECH 2024
Vision Mamba Mender NIPS 2024
Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training AAAI 2024
Locating and Extracting Relational Concepts in Large Language Models ACL 2024
Understanding and Patching Compositional Reasoning in LLMs ACL 2024
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment AAAI 2024
PMET: Precise Model Editing in a Transformer AAAI 2024
Peering into the Mind of Language Models: An Approach for Attribution in Contextual Question Answering ACL 2024
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis EMNLP 2024
Representational Analysis of Binding in Language Models EMNLP 2024