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</div>
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</section>
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<section class="section">
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<div class="container content">
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<h2 class="title is-3">🧩 Main Pipeline Steps</h2>
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</div>
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</section>
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<section class="section">
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<div class="container">
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<h2 class="title is-3">📊 Results</h2>
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<div class="highlight-box">
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<p><strong>✔️ Accuracy</strong></p>
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<ul>
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<li>Spearman’s ρ > 0.87 with human ground truth</li>
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</ul>
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</div>
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<div class="highlight-box">
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<p><strong>📈 Downstream LLM Training Impact</strong></p>
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<ul>
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<li>+7.2% benchmark performance improvement</li>
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<li>+4.8% token retention compared to FineWeb2 heuristic filter</li>
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<li>Reliable thresholding with 0.6 and 0.7 quantiles</li>
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</ul>
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</div>
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<div class="highlight-box">
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<p><strong>⚡ Annotation Speed</strong></p>
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<ul>
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<li>~11,000 docs/min (on A100 GPU, avg. 690 tokens per doc)</li>
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</ul>
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</div>
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</div>
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</section>
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<section class="section">
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<div class="container">
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<h2 class="title is-3">📁 Available Artifacts</h2>
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<div class="highlight-box">
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<ul>
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<li>📄 Ground truth annotations in <strong>35 languages</strong></li>
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<li>🧠 Synthetic LLM-annotated dataset (<strong>14M+ documents</strong>)</li>
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<li>🪶 Lightweight annotation models:
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<ul>
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<li>JQL-Gemma</li>
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<li>JQL-Mistral</li>
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<li>JQL-Llama</li>
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</ul>
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</li>
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<li>🛠️ Training & inference scripts <em>(coming soon)</em></li>
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</ul>
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</div>
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</div>
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</section>
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<section class="section">
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<div class="container content">
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<h2 class="title is-3">🧩 Main Pipeline Steps</h2>
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