Toward Generalist Autonomous Research via Hypothesis-Tree Refinement
Paper • 2606.11926 • Published • 130
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Learning to Retrieve from Agent Trajectories upvoted a paper 6 months ago
DLLM-Searcher: Adapting Diffusion Large Language Model for Search AgentsOrganizations
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DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents
Paper • 2602.07035 • Published • 31
When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs
Paper • 2601.11000 • Published • 27
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
Paper • 2601.10712 • Published • 24