Update Readme and webpage

Author: a.palmas

README.md

@@ -4,8 +4,8 @@
 </p>
 
 <p align="center">
-<a href="https://arxiv.org/abs/2604.17465"><img src="https://img.shields.io/badge/paper-arXiv:2604.17465-B31B1B?logo=arxiv" alt="Paper"/></a>
-<a href="https://saifh-github.github.io/llm-dropout-noise-recognition/"><img src="https://img.shields.io/badge/blog-read%20post-blue" alt="Blog Post"/></a>
+<a href="https://arxiv.org/abs/2604.17465" target="_blank"><img src="https://img.shields.io/badge/paper-arXiv:2604.17465-B31B1B?logo=arxiv" alt="Paper"/></a>
+<a href="https://saifh-github.github.io/llm-dropout-noise-recognition/" target="_blank"><img src="https://img.shields.io/badge/blog-read%20post-blue" alt="Blog Post"/></a>
 </p>
 
 <p align="center">

webpage/index.html

@@ -57,15 +57,17 @@ <h1 class="title is-1 publication-title">Language Models Recognize Dropout and G
               <div class="publication-links">
                 <!-- PDF Link. -->
                 <span class="link-block">
-                  <a href="https://arxiv.org/pdf/2604.17465" class="external-link button is-normal is-rounded is-dark">
+                  <a href="https://arxiv.org/pdf/2604.17465" class="external-link button is-normal is-rounded is-dark"
+                    target="_blank">
                     <span class="icon">
                       <i class="fas fa-file-pdf"></i>
                     </span>
                     <span>Paper</span>
                   </a>
                 </span>
                 <span class="link-block">
-                  <a href="https://arxiv.org/abs/2604.17465" class="external-link button is-normal is-rounded is-dark">
+                  <a href="https://arxiv.org/abs/2604.17465" class="external-link button is-normal is-rounded is-dark"
+                    target="_blank">
                     <span class="icon">
                       <i class="ai ai-arxiv"></i>
                     </span>
@@ -75,7 +77,7 @@ <h1 class="title is-1 publication-title">Language Models Recognize Dropout and G
                 <!-- Code Link. -->
                 <span class="link-block">
                   <a href="https://github.com/saifh-github/llm-dropout-noise-recognition"
-                    class="external-link button is-normal is-rounded is-dark">
+                    class="external-link button is-normal is-rounded is-dark" target="_blank">
                     <span class="icon">
                       <i class="fab fa-github"></i>
                     </span>
@@ -534,7 +536,7 @@ <h2 class="title is-3">Discussion</h2>
         </div>
       </div>
       <h3>
-        See <a href="#">the full paper</a> for more details!
+        See <a href="https://arxiv.org/pdf/2604.17465" target="_blank">the full paper</a> for more details!
       </h3>
     </div>
   </section>