DiffScore: Text Evaluation Beyond Autoregressive Likelihood

DiffScore: Text Evaluation Beyond Autoregressive Likelihood | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/diffscore-text-evaluation-beyond-autoregressive-likelihood

stale

Proof freshness: stale
Proof status: partial
Display score: 8/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
References: 0
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 diffscore-text-evaluation-beyond-autoregressive-likelihood | Route /signal-canvas/diffscore-text-evaluation-beyond-autoregressive-likelihood

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/diffscore-text-evaluation-beyond-autoregressive-likelihood

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "diffscore-text-evaluation-beyond-autoregressive-likelihood",
    "query_text": "Summarize DiffScore: Text Evaluation Beyond Autoregressive Likelihood"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "DiffScore: Text Evaluation Beyond Autoregressive Likelihood",
  "normalized_query": "2605.11601",
  "route": "/signal-canvas/diffscore-text-evaluation-beyond-autoregressive-likelihood",
  "paper_ref": "diffscore-text-evaluation-beyond-autoregressive-likelihood",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: DiffScore: Text Evaluation Beyond Autoregressive Likelihood

PDF: https://arxiv.org/pdf/2605.11601v1

Repository: https://github.com/wenlai-lavine/DiffScore

Source count: 4

Coverage: 83%

Last proof check: 2026-05-13T20:36:13.450Z

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Ready for execution: DiffScore: Text Evaluation Beyond Autoregressive Likelihood

/buildability/diffscore-text-evaluation-beyond-autoregressive-likelihood

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Subject: DiffScore: Text Evaluation Beyond Autoregressive Likelihood

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood

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