JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution
Paper ā¢ 2608.25593 ā¢ Published ā¢ 69
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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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