ParallelSearch: Train your LLMs to Decompose Query and Search Sub-queries in Parallel with Reinforcement Learning

12 August 2025

Papers citing "ParallelSearch: Train your LLMs to Decompose Query and Search Sub-queries in Parallel with Reinforcement Learning"

8 / 8 papers shown

Beyond Single Embeddings: Capturing Diverse Targets with Multi-Query Retrieval

102

04 Nov 2025

GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning

476

23 Oct 2025

A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications

558

19 Oct 2025

Beyond Outcome Reward: Decoupling Search and Answering Improves LLM Agents

161

06 Oct 2025

Erase to Improve: Erasable Reinforcement Learning for Search-Augmented LLMs

110

01 Oct 2025

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution

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160

29 Sep 2025

Your Dense Retriever is Secretly an Expeditious Reasoner

268

27 Sep 2025

Hybrid Deep Searcher: Integrating Parallel and Sequential Search Reasoning

26 Aug 2025