LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Paper
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2410.02707
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Published
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48
Papers
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Differential Transformer
Paper • 2410.05258 • Published • 165 -
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
Paper • 2410.05193 • Published • 12 -
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
Paper • 2410.03864 • Published • 10 -
Inference Scaling for Long-Context Retrieval Augmented Generation
Paper • 2410.04343 • Published • 9 -
Hyper-multi-step: The Truth Behind Difficult Long-context Tasks
Paper • 2410.04422 • Published • 7 -
TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
Paper • 2410.05076 • Published • 6 -
MM-Ego: Towards Building Egocentric Multimodal LLMs
Paper • 2410.07177 • Published • 20 -
One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation
Paper • 2410.07170 • Published • 15 -
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
Paper • 2410.05295 • Published • 12