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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>UTC (Universal Token Classification) HandyLab App Description</title>
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<style>
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body {
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font-family: Arial, sans-serif;
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margin: 10px;
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line-height: 1.6;
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}
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.link-button {
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display: inline-flex;
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align-items: center;
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justify-content: center;
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margin: 10px;
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padding: 10px;
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background-color: white;
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border: 1px solid grey; /* Added border to make the button visible against white background */
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color: #007bff; /* Text color changed to make it visible against white background */
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text-decoration: none;
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border-radius: 10px;
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text-align: center;
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vertical-align: middle;
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box-sizing: border-box;
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}
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.link-button:hover {
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background-color: #c0dcfc;
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}
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.link-button img {
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height: 20px;
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width: auto;
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display: block;
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}
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.links-container {
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text-align: center; /* Center the container's content */
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margin: auto; /* Auto margins for horizontal centering if necessary */
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display: flex; /* Use flexbox */
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justify-content: center; /* Center flex items horizontally */
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flex-wrap: wrap; /* Allow items to wrap */
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}
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</style>
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</head>
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<body>
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<h2>Welcome to GliClass SandBox!</h2>
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<h3>GLiClass: Generalist and Lightweight Model for Sequence Classification:</h3>
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<ol>
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<li><b>Zero-Shot text classification</b></li>
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<li><b>Topic Classification</b></li>
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<li><b>Sentiment Analysis</b></li>
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<li><b>Reranker in RAG pipelines</b></li>
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</ol>
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<h3>What is GliClass?</h3>
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<p>This is an efficient zero-shot classifier inspired by <a href="https://github.com/urchade/GLiNER/tree/main">"GLiNER"</a> work. It demonstrates the same performance as a cross-encoder while being more compute-efficient because classification is done at a single forward path. It can be used for topic classification, sentiment analysis and as a reranker in RAG pipelines.<p>
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<h3>Remember, information extraction is not just about data; it's about insights. Let's uncover those insights together!💫</h3>
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<!-- Links Section -->
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<div class="links-container">
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</a>
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</div>
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</body>
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</html>
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