Update README.md

README.md

@@ -24,33 +24,29 @@ license: apache-2.0
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 			<img alt="" src="https://raw.githubusercontent.com/inseq-team/inseq/main/docs/source/images/inseq_logo.png" class="w-40" />
 		</div>
-		<div class="underline">Inseq Github Repository</div>
+		<div class="underline">Github Repository</div>
 	</a>
-	<a
-		href="https://github.com/explosion/spacy-huggingface-hub"
-		class="block overflow-hidden"
-	>
-		<div class="flex items-center h-40 bg-[#ECFAFF] rounded-lg px-4 mb-2">
-			<pre
-				class="break-words leading-1 whitespace-pre-line text-xs text-gray-800">
-	import inseq </br></br> model = inseq.load_model("gpt2", "saliency")</br></br>model.attribute("Hello world")
-		</pre>
+	<a href="https://arxiv.org/abs/2302.13942" class="block overflow-hidden group">
+		<div
+			class="w-full h-40 object-cover overflow-hidden mb-2 rounded-lg flex items-center justify-center bg-[#ECFAFF]"
+		>
+			<img alt="" src="https://info.arxiv.org/brand/images/brand-logo-primary.jpg" class="w-40" />
 		</div>
-		<div class="underline">Get started with Inseq</div>
+		<div class="underline">Demo Paper</div>
 	</a>
 	<a
 		href="https://inseq.readthedocs.io/"
 		class="block overflow-hidden group"
 	>
 		<div
-			class="w-full h-40 mb-2 bg-gray-900 group-hover:bg-gray-850 rounded-lg flex items-start justify-start overflow-hidden"
+			class="w-full h-40 object-cover mb-2 rounded-lg flex items-center justify-center bg-[#ECFAFF]"
 		>
 			<img
 				alt=""
 				src="https://inseq.readthedocs.io/_images/classes.png"
-				class="w-full h-40 object-cover overflow-hidden"
+				class="w-40"
 			/>
 		</div>
-		<div class="underline">Inseq Documentation</div>
+		<div class="underline">Documentation</div>
 	</a>
 </div>