Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio

Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/density-aware-soft-context-compression-with-semi-dynamic-compression-ratio

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-03-30
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 8
Source count: 4
Coverage: 83%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID density-aware-soft-context-compression-with-semi-dynamic-compression-ratio | Route /signal-canvas/density-aware-soft-context-compression-with-semi-dynamic-compression-ratio

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/density-aware-soft-context-compression-with-semi-dynamic-compression-ratio

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "density-aware-soft-context-compression-with-semi-dynamic-compression-ratio",
    "query_text": "Summarize Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio",
  "normalized_query": "2603.25926",
  "route": "/signal-canvas/density-aware-soft-context-compression-with-semi-dynamic-compression-ratio",
  "paper_ref": "density-aware-soft-context-compression-with-semi-dynamic-compression-ratio",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 8

Proof: Verification pending

Freshness state: computing

Source paper: Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio

PDF: https://arxiv.org/pdf/2603.25926v1

Repository: https://github.com/yuyijiong/semi-dynamic-context-compress

Source count: 4

Coverage: 83%

Last proof check: 2026-03-30T20:30:37.480Z

Signal Canvas receipt window

Ready for execution: Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio

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Subject: Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio

Verdict

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Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio

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