DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition

DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/diziner-disagreement-guided-instruction-refinement-via-pilot-annotation-simulation-for-zero-shot-named-entity-recognitio

stale

Proof freshness: stale
Proof status: unverified
Display score: 8/10
Last proof check: 2026-04-20
Score updated: 2026-04-20
Score fresh until: 2026-05-20
References: 0
Source count: 4
Coverage: 67%

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 diziner-disagreement-guided-instruction-refinement-via-pilot-annotation-simulation-for-zero-shot-named-entity-recognitio | Route /signal-canvas/diziner-disagreement-guided-instruction-refinement-via-pilot-annotation-simulation-for-zero-shot-named-entity-recognitio

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/diziner-disagreement-guided-instruction-refinement-via-pilot-annotation-simulation-for-zero-shot-named-entity-recognitio

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "diziner-disagreement-guided-instruction-refinement-via-pilot-annotation-simulation-for-zero-shot-named-entity-recognitio",
    "query_text": "Summarize DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition",
  "normalized_query": "2604.15866",
  "route": "/signal-canvas/diziner-disagreement-guided-instruction-refinement-via-pilot-annotation-simulation-for-zero-shot-named-entity-recognitio",
  "paper_ref": "diziner-disagreement-guided-instruction-refinement-via-pilot-annotation-simulation-for-zero-shot-named-entity-recognitio",
  "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: DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition

PDF: https://arxiv.org/pdf/2604.15866v1

Repository: https://github.com/SiunKim/diziner-ner

Source count: 4

Coverage: 67%

Last proof check: 2026-04-20T20:23:03.837Z

Signal Canvas receipt window

Ready for execution: DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition

/buildability/diziner-disagreement-guided-instruction-refinement-via-pilot-annotation-simulation-for-zero-shot-named-entity-recognitio

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Subject: DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition

DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition

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