Update index.html

index.html

@@ -70,12 +70,12 @@ This phenomenon could hamper scenarios requiring accurate uncertainty estimation
 (e.g., autonomous driving systems, medical diagnosis, etc.).</p>
 
 <div class="container">
-<div id="jailbrerak-intro" class="row align-items-center calibration-intro-sec">
+<div id="jailbrerak-intro" class="row align-items-center jailbreak-intro-sec">
 <img id="jailbreak-intro-img" src="https://hsiung.cc/NCTV/images/conf_acc_demo.gif" />
 </div>
 </div>
 
-<h3 id="refusal_loss_function">Refusal Loss Function</h3>
+<h3 id="refusal-loss-function">Refusal Loss Function</h3>
 <p>Objectively, researchers utilize <strong>Calibration Metrics</strong> to measure the calibration error for a model, for example,
 Expected Calibration Error (ECE), Static Calibration Error (SCE), Adaptive Calibration Error (ACE), etc.</p>
 
@@ -83,11 +83,11 @@ Expected Calibration Error (ECE), Static Calibration Error (SCE), Adaptive Calib
 <div><img id="refusal-loss-function-intro-img" src="images/metrics/intro-metric-example.png" /></div>
 </div>
 
-<div id="calibration-metrics-formula" class="container">
-<div id="calibration-metrics-formula-list" class="row align-items-center formula-list">
-  <a href="#ECE-formula" class="selected">ECE</a>
-  <a href="#SCE-formula">SCE</a>
-  <a href="#ACE-formula">ACE</a>
+<div id="refusal-loss-formula" class="container">
+<div id="refusal-loss-formula-list" class="row align-items-center formula-list">
+  <a href="#ECE-formula" class="selected">$$ f_\theta(x) $$</a>
+  <a href="#SCE-formula">$$ \phi_\theta(x)$$</a>
+  <a href="#ACE-formula">$$g_\theta(x)$$</a>
   <div style="clear: both"></div>
 </div>
 <div id="calibration-metrics-formula-content" class="row align-items-center">