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index.html

@@ -36,6 +36,24 @@
     </p>
   </div>
 </section>
+
+<section class="section">
+  <div class="container content">
+    <h2 class="title is-3">📊 Results</h2>
+    <ul>
+      <li><strong>✔️ Accuracy:</strong> Spearman’s ρ > 0.87 with human ground truth</li>
+      <li><strong>📈 Downstream LLM Training:</strong>
+        <ul>
+          <li>+7.2% benchmark performance improvement</li>
+          <li>+4.8% token retention vs. FineWeb2 heuristic filter</li>
+          <li>Effective threshold strategies: 0.6 and 0.7 quantile</li>
+        </ul>
+      </li>
+      <li><strong>⚡ Annotation Speed:</strong> ~11,000 docs/min (A100 GPU, avg. 690 tokens)</li>
+    </ul>
+  </div>
+</section>
+
   
 <section class="section">
   <div class="container content">
@@ -72,23 +90,6 @@
   </div>
 </section>
 
-<section class="section">
-  <div class="container content">
-    <h2 class="title is-3">📁 Available Artifacts</h2>
-    <ul>
-      <li>📄 Ground truth annotations in 35 languages</li>
-      <li>🧠 Synthetic LLM-annotated dataset (14M+ documents)</li>
-      <li>🪶 Lightweight annotation models:
-        <ul>
-          <li>JQL-Gemma</li>
-          <li>JQL-Mistral</li>
-          <li>JQL-Llama</li>
-        </ul>
-      </li>
-      <li>🛠️ Training & inference scripts (coming soon)</li>
-    </ul>
-  </div>
-</section>
 
 <section class="section">
   <div class="container content">