NeuroCogMap Reveals Cognitive Organization of Large Language Models
Paper ā¢ 2607.00397 ā¢ Published ā¢ 3
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Learning to Retrieve from Agent Trajectories
HomeSafe-Bench: Evaluating Vision-Language Models on Unsafe Action Detection for Embodied Agents in Household Scenarios
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CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information Asymmetry
Paper ā¢ 2502.07307 ā¢ Published ā¢ 1
Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective
Paper ā¢ 2505.12886 ā¢ Published ā¢ 2
Beyond High-Entropy Exploration: Correctness-Aware Low-Entropy Segment-Based Advantage Shaping for Reasoning LLMs
Paper ā¢ 2512.00908 ā¢ Published
When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs
Paper ā¢ 2601.11000 ā¢ Published ā¢ 27
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Uncovering ChatGPT's Capabilities in Recommender Systems
Paper ā¢ 2305.02182 ā¢ Published ā¢ 1
Large Language Models Enhanced Collaborative Filtering
Paper ā¢ 2403.17688 ā¢ Published
LargePiG: Your Large Language Model is Secretly a Pointer Generator
Paper ā¢ 2410.11366 ā¢ Published
Trigger$^3$: Refining Query Correction via Adaptive Model Selector
Paper ā¢ 2412.12701 ā¢ Published
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability
Paper ā¢ 2410.11414 ā¢ Published ā¢ 2
ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding
Paper ā¢ 2501.07861 ā¢ Published ā¢ 1