framework
pending-review
framework:sfr-deepresearchSFR-DeepResearch
nguyen-2025-sfr-deepresearch.mdFrontmatter (10 fields)
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"doc": "nguyen-2025-sfr-deepresearch.md",
"context": "The paper's core contribution: an RL-based framework for training autonomous single-agent LLMs to perform deep research with web search, browsing, and code execution.",
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}Outgoing (11)
about (2)
- Deep Research(concept)
- Single-Agent vs Multi-Agent Systems Design(concept)
Implements (3)
- Agentic Inference Scaffolding(method)
- REINFORCE(framework)
- Training Data Synthesis Pipeline(method)
mentions (6)
- FRAMES(dataset)
- GAIA(dataset)
- gpt-oss-20b(dataset)
- Humanity's Last Exam(dataset)
- Qwen3-8B(dataset)
- QwQ-32B(dataset)
Incoming (8)
Authored by (7)
- Austin Xu(thinker)
- Caiming Xiong(thinker)
- Revanth Gangi Reddy(thinker)
- Shafiq Joty(thinker)
- Shrey Pandit(thinker)
- Silvio Savarese(thinker)
- Xuan-Phi Nguyen(thinker)
Mentions (1)
- papers-typed
nguyen-2025-sfr-deepresearch.md