Omer Faruk Akgul

farukakgul

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Recent Activity

upvoted a paper about 1 month ago

Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning

authored a paper about 2 months ago

SPARC-RAG: Adaptive Sequential-Parallel Scaling with Context Management for Retrieval-Augmented Generation

authored a paper 2 months ago

Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning

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upvoted a paper about 1 month ago

Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning

Paper • 2605.06241 • Published May 7 • 5

upvoted a paper 4 months ago

EvoClaw: Evaluating AI Agents on Continuous Software Evolution

Paper • 2603.13428 • Published Mar 13 • 21

upvoted a paper 7 months ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published Dec 5, 2025 • 5

upvoted 2 papers about 1 year ago

Resa: Transparent Reasoning Models via SAEs

Paper • 2506.09967 • Published Jun 11, 2025 • 22

Tina: Tiny Reasoning Models via LoRA

Paper • 2504.15777 • Published Apr 22, 2025 • 58