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upvoted a paper 11 days ago

SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking

Paper • 2609.13141 • Published 14 days ago • 65

upvoted 2 papers 14 days ago

PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents

Paper • 2609.06702 • Published 19 days ago • 26

T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks

Paper • 2609.11042 • Published 15 days ago • 63

upvoted a paper 2 months ago

IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse

Paper • 2603.12201 • Published Mar 12 • 69

upvoted 2 papers 3 months ago

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published Jul 3 • 85

Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models

Paper • 2602.02244 • Published Feb 2 • 2

upvoted a paper 4 months ago

Beyond Uniform Token-Level Trust Region in LLM Reinforcement Learning

Paper • 2606.10968 • Published Jun 9 • 43