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cs.CL2026
Compression Does Not End at Selection: Post-Selection Positional Geometry for Sparse KV Caches
Wanyang Hong, Zhaoning Zhang
Sparse KV compression reduces long-context inference costs by retaining selected historical states, yet these states typically keep their coordinates from the full history. Under R…
cs.CL2025
Step-DeepResearch Technical Report
Chen Hu, Haikuo Du, Heng Wang +64
As LLMs shift toward autonomous agents, Deep Research has emerged as a pivotal metric. However, existing academic benchmarks like BrowseComp often fail to meet real-world demands f…