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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>xTail Workshop</title>
<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet"
integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH" crossorigin="anonymous">
</head>
<body>
<nav class="navbar navbar-expand-lg bg-body-tertiary">
<div class="container">
<a class="navbar-brand" href="index.html">xTail</a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNavDropdown"
aria-controls="navbarNavDropdown" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarNavDropdown">
<ul class="navbar-nav">
<li class="nav-item">
<a class="nav-link active" aria-current="page" href="index.html">Home</a>
</li>
<li class="nav-item">
<a class="nav-link" href="venue.html">Where</a> <!--Venue page-->
</li>
<li class="nav-item">
<a class="nav-link" href="about.html">About</a> <!--Organizers page-->
</li>
</ul>
</div>
</div>
</nav>
<div>
</div>
<div class="container mt-5">
<h1 class="text-center">EKAW 2024 Workshop: xTail</h1>
<h3 class="text-center">X-TAIL, eXtraction and eXploitation of long-TAIL Knowledge with LLMs and KGs</h3>
<!--12/12-->
<!--one col of 8/12, one col of 4/12-->
<div class="row mt-5">
<div class="col-xl-8 col-lg-8 col-md-6 col-sm-12">
<h2>About the Workshop</h2>
<article style="text-align: justify;"> <!--inline css-->
<p>Large Language Models (LLMs) store extensive knowledge within their parameters, easily accessible through
natural language interaction. However, they struggle when probed for <strong>long-tail knowledge</strong>
(information rarely encountered during training). Conversely, Knowledge Graphs (KGs) excel at structuring
specialized information but are often incomplete. Automatically enriching KGs with data from non-standard
unstructured sources, such as domain-specific, non-contemporary, or low-resourced language documents, poses
significant challenges. Leveraging the parametric knowledge of LLMs and the authoritative knowledge stored
in KGs could advance long-tail knowledge extraction and enhance its exploitation.</p>
<p>The first edition of <strong>“X-TAIL, eXtraction and eXploitation of long-TAIL knowledge”</strong> aims to
attract researchers and practitioners operating at the intersection of KGs and Generative AI. X- TAIL offers
an opportunity to engage in interdisciplinary discussions focusing on non-standard sources or working on
methods and tools designed to aid in such scenarios.</p>
<p>This workshop accepts contributions on several topics, such as (but not limited to): knowledge-enhanced
usage of LLMs for long-tail knowledge extraction from text, knowledge-augmented entity linking for long-tail
entities, investigations on the impact of popularity and other biases on what LLMs memorise, multi-modal
Retrieval-augmented Generation (RAG) techniques to mitigate those biases (especially exploiting structured
sources as KGs), natural language queries over KGs through RAG, etc.</p>
</article>
</div>
<div class="col-xl-4 col-lg-4 col-md-6 col-sm-12">
<h2>Venue</h2>
<p>CWI Institute</p>
<br>
<h2>When</h2>
<p>Time????</p>
<br>
<h2>How to join</h2>
<p>Participate at the <a href="https://event.cwi.nl/ekaw2024/" target="_blank">EKAW conference</a> blablabla</p>
<br>
</div>
</div>
<div class="row mt-5">
<div class="col-xl-12 col-lg-12 col-md-12 col-sm-12">
<h2>Organizers</h2>
<div class="row">
<!--first card-->
<div class="col-xl-3 col-lg-4 col-md-6 col-sm-6 my-2">
<div class="card">
<div class="card-body">
<h5 class="card-title">Card title</h5>
<img src="assets/people/arianna_graciotti.jpeg" class="card-img-top" alt="Arianna Graciotti picture"> <p class="card-text">Some quick example text to build on the card title and make up the bulk of the card's content.</p>
<a href="https://www.linkedin.com/in/arianna-graciotti/" class="btn btn-primary">Linkedin</a>
<a href="https://www.linkedin.com/in/arianna-graciotti/" class="btn btn-primary">University page</a>
</div>
</div>
</div>
<!--first card-->
<div class="col-xl-3 col-lg-4 col-md-6 col-sm-6 my-2">
<div class="card">
<div class="card-body">
<h5 class="card-title">Card title</h5>
<img src="..." class="card-img-top" alt="..."> <p class="card-text">Some quick example text to build on the card title and make up the bulk of the card's content.</p>
<a href="#" class="btn btn-primary">Go somewhere</a>
</div>
</div>
</div>
<!--first card-->
<div class="col-xl-3 col-lg-4 col-md-6 col-sm-6 my-2">
<div class="card">
<div class="card-body">
<h5 class="card-title">Card title</h5>
<img src="..." class="card-img-top" alt="..."> <p class="card-text">Some quick example text to build on the card title and make up the bulk of the card's content.</p>
<a href="#" class="btn btn-primary">Go somewhere</a>
</div>
</div>
</div>
<!--first card-->
<div class="col-xl-3 col-lg-4 col-md-6 col-sm-6 my-2">
<div class="card">
<div class="card-body">
<h5 class="card-title">Card title</h5>
<img src="..." class="card-img-top" alt="...">
<p class="card-text">Some quick example text to build on the card title and make up the bulk of the card's content.</p>
<a href="#" class="btn btn-primary">Go somewhere</a>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<footer class="footer mt-auto py-3 bg-light">
<div class="container text-center">
<span class="text-muted">© 2024 Workshop Inc.</span>
</div>
</footer>
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integrity="sha384-YvpcrYf0tY3lHB60NNkmXc5s9fDVZLESaAA55NDzOxhy9GkcIdslK1eN7N6jIeHz"
crossorigin="anonymous"></script>
<script src="script.js"></script>
</body>
</html>