Learn to resolve ambiguity for Question Answering through RL
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R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Reinforcement Learning
Simple RL training for reasoning
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[ACL-2026] MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal search tools.
