mapqa added

Author: mahirlabibdihan

index.html

@@ -361,6 +361,84 @@ <h4 style="text-align: center; margin-top: -0.5rem; font-weight: 500">
           <span>MapQaTor</span>
         </a>
       </span>
+
+      <div
+        style="
+          margin-top: 2rem;
+          padding: 1.25rem;
+          border-radius: 0px;
+          background: #1f1f1f;
+          border: 1px solid #3a3a3a;
+          color: #e8e8e8;
+        "
+      >
+        <h2 style="margin: 0 0 0.75rem 0; text-align: center">
+          MapQA Ecosystem
+        </h2>
+
+        <p style="text-align: center; margin-top: 0; margin-bottom: 1.25rem;">
+          A unified ecosystem for map-based question answering and geo-spatial reasoning.
+        </p>
+
+        <div
+          style="
+            display: flex;
+            flex-wrap: wrap;
+            gap: 0.75rem;
+            justify-content: center;
+          "
+        >
+          <!-- MapEval -->
+          <a
+            href="https://arxiv.org/abs/2501.00316"
+            class="external-link"
+            style="
+              background-color: #363636;
+              display: flex;
+              align-items: center;
+              padding: 10px 14px;
+              border-radius: 8px;
+            "
+          >
+            <i class="fa-solid fa-map" style="margin-right: 6px"></i>
+            <span><strong>MapEval</strong> — ICML 2025</span>
+          </a>
+
+          <!-- MapQaTor -->
+          <a
+            href="https://arxiv.org/abs/2412.21015"
+            class="external-link"
+            style="
+              background-color: #363636;
+              display: flex;
+              align-items: center;
+              padding: 10px 14px;
+              border-radius: 8px;
+            "
+          >
+            <i class="fa-solid fa-location-dot" style="margin-right: 6px"></i>
+            <span><strong>MapQaTor</strong> — ACL 2025</span>
+          </a>
+
+          <!-- MapAgent -->
+          <a
+            href="https://arxiv.org/abs/2509.05933"
+            class="external-link"
+            style="
+              background-color: #363636;
+              display: flex;
+              align-items: center;
+              padding: 10px 14px;
+              border-radius: 8px;
+            "
+          >
+            <i class="fa-solid fa-robot" style="margin-right: 6px"></i>
+            <span><strong>MapAgent</strong> — EACL 2026</span>
+          </a>
+        </div>
+      </div>
+
+
       <!-- <embed src="files/overview.pdf" type="application/pdf" width="100%" height="600px" /> -->
       <img
         src="images/overview.svg"