HomeSafe-Bench: Evaluating Vision-Language Models on Unsafe Action Detection for Embodied Agents in Household Scenarios
Paper ā¢ 2603.11975 ā¢ Published ā¢ 12
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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
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Beyond High-Entropy Exploration: Correctness-Aware Low-Entropy Segment-Based Advantage Shaping for Reasoning LLMs
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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
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Large Language Models Enhanced Collaborative Filtering
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LargePiG: Your Large Language Model is Secretly a Pointer Generator
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Trigger$^3$: Refining Query Correction via Adaptive Model Selector
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ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability
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ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding
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