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<!DOCTYPE HTML>
<!--
Tabular Data Analysis Workshop @ VLDB 2023
Template from html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
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<html>
<head>
<title>Tabular Data Analysis Workshop @ VLDB 2023 - Video Showcase</title>
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<span class="logo"><img src="images/logo.svg" alt="" /></span>
<h1 property="dc:title">Video Showcase of the Tabular Data Analysis (TaDA) Workshop @ VLDB 2023</h1>
<p>
Selected Presentations from TaDA Workshop and Other Venues, Covering Various Trending Topics of Research
in Tabular Data Analysis for Data Lakes </p>
</header>
<!-- Nav -->
<nav id="nav">
<ul>
<li><a href="index.html" class="active">Workshop Website</a></li>
<li><a href="#papers" class="active">Papers & Videos</a></li>
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class="active">YouTube Channel</a></li>
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<!-- Main -->
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<!-- Program -->
<section id="papers" class="main">
<div class="content">
<header class="major">
<h2>Papers & Videos</h2>
</header>
<table>
<tr>
<td>Keti Korini, Christian Bizer. <b>Column Type Annotation using
ChatGPT</b>
[<a href="https://ceur-ws.org/Vol-3462/TADA1.pdf">pdf</a>]
<span class="expando" id="expand-1">[Video]</span>
<div class="expandable" id="expandable-1">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/UyTjiZXbc7g">
</iframe>
</div>
</td>
</tr>
<tr>
<td>Viet-Phi Huynh, Yoan Chabot, Raphael Troncy.
<b>Towards Generative Semantic Table Interpretation</b>
[<a href="https://ceur-ws.org/Vol-3462/TADA7.pdf">pdf</a>]
<span class="expando" id="expand-2">[Video]</span>
<div class="expandable" id="expandable-2">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/wwuVT0MV7pc">
</iframe>
</div>
</td>
<tr>
<td>Aneta Koleva, Martin Ringsquandl, Volker Tresp.
<b>Adversarial
Attacks on
Tables with Entity
Swap</b>
[<a href="https://ceur-ws.org/Vol-3462/TADA4.pdf">pdf</a>]
<span class="expando" id="expand-3">[Video]</span>
<div class="expandable" id="expandable-3">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/TdAEvdOVZp0">
</iframe>
</div>
</td>
</tr>
<tr>
<td>Hamed Mirzaei, Davood Rafiei. <b>Table Union Search with
Preferences</b>
[<a href="https://ceur-ws.org/Vol-3462/TADA2.pdf">pdf</a>]
<span class="expando" id="expand-4">[Video]</span>
<div class="expandable" id="expandable-4">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/cnU07A2bR2o">
</iframe>
</div>
</td>
</tr>
<tr>
<td>Vijay S Kumar, Varish Mulwad, Jenny Williams, Tim Finin,
Sharad Dixit, Anupam Joshi. <b>Knowledge Graph-driven Tabular Data Discovery
from Scientific
Documents</b>
[<a href="https://ceur-ws.org/Vol-3462/TADA6.pdf">pdf</a>]
<span class="expando" id="expand-5">[Video]</span>
<div class="expandable" id="expandable-5">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/YsXS0xNihmE">
</iframe>
</div>
</td>
</tr>
<tr>
<td> Arif Usta, Semih Salihoglu.
<b>To Join or Not to Join: An
Analysis on
the
Usefulness of
Joining Tables in Open Government Data Portals</b>
[<a href="https://ceur-ws.org/Vol-3462/TADA5.pdf">pdf</a>]
<span class="expando" id="expand-6">[Video]</span>
<div class="expandable" id="expandable-6">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/HO6kM3y0iKM">
</iframe>
</div>
</td>
</tr>
<tr>
<td>Liane Vogel, Carsten Binnig. <b>WikiDBs: A Corpus Of
Relational
Databases
From Wikidata</b> [<a href="https://ceur-ws.org/Vol-3462/TADA3.pdf">PDF</a>]
<span class="expando" id="expand-7">[Video]</span>
<div class="expandable" id="expandable-7">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/zz70A8JCGO8">
</iframe>
</div>
</td>
</tr>
<tr>
<td>Davood Rafiei, Arash Dargahi Nobari, Soroush
Omidvartehrani.
<b>Discovering
and Integrating
Tabular Data</b>
[<a href="https://ceur-ws.org/Vol-3462/TADA9.pdf">pdf</a>]
<span class="expando" id="expand-8">[Video]</span>
<div class="expandable" id="expandable-8">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/pGRoYeCssxA">
</iframe>
</div>
</td>
</tr>
<tr>
<td>Eva Chrysostomaki, Maria Stratigi, Vasilis Efthymiou,
Kostas
Stefanidis,
Dimitris Plexousakis. <b>Fair Sequential Group Recommendations in SQUIRREL
Movies</b>
[<a href="https://ceur-ws.org/Vol-3462/TADA8.pdf">pdf</a>]
<span class="expando" id="expand-9">[Video]</span>
<div class="expandable" id="expandable-9">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/G37lc8ieA9Q">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Udayan Khurana and Sainyam Galhotra.
<b>Semantic Concept Annotation for Tabular Data (CIKM'21 Paper)</b>
[<a href="https://arxiv.org/pdf/2012.08594.pdf">pdf</a>]
<span class="expando" id="expand-10">[Video]</span>
<div class="expandable" id="expandable-10">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/n1VMMiFss08">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Aamod Khatiwada, Roee Shraga, Wolfgang Gatterbauer, Renée J. Miller.
<b>Integrating Data Lake Tables (PVLDB, 2022)</b>
[<a href="https://www.vldb.org/pvldb/vol16/p932-khatiwada.pdf">pdf</a>]
<span class="expando" id="expand-11">[Video]</span>
<div class="expandable" id="expandable-11">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/4c6SYCwQ7uc">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Peng Li, Zhiyi Chen, Xu Chu, and Kexin Rong.
<b>DiffPrep: Differentiable Data Preprocessing Pipeline Search for Learning over Tabular
Data (SIGMOD 2023)</b>
[<a href="https://kexinrong.github.io/papers/diffprep-sigmod23.pdf">pdf</a>]
<span class="expando" id="expand-12">[Video]</span>
<div class="expandable" id="expandable-12">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/U6UwOI_-OiE">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, and Masafumi
Oyamada.
<b> DeepJoin: Joinable Table Discovery with Pre-Trained Language Models (PVLDB 2023)</b>
[<a href="https://arxiv.org/pdf/2212.07588.pdf">pdf</a>]
<span class="expando" id="expand-13">[Video]</span>
<div class="expandable" id="expandable-13">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/ZKk9OuobJxo">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Mukul Singh, José Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu,
Mohammad Raza, and Gust Verbruggen.
<b> CORNET: Learning Table Formatting Rules By Example (PVLDB 2023)</b>
[<a href="https://arxiv.org/pdf/2208.06032.pdf">pdf</a>]
<span class="expando" id="expand-14">[Video]</span>
<div class="expandable" id="expandable-14">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/AvysCgGMm8o">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Jiayi Wang, Chengliang Chai, Nan Tang, Jiabin Liu, and Guoliang Li
<b>Coresets over multiple tables for feature-rich and data-efficient machine learning
(PVLDB 2022)</b>
[<a href="https://www.vldb.org/pvldb/vol16/p64-wang.pdf">pdf</a>]
<span class="expando" id="expand-15">[Video]</span>
<div class="expandable" id="expandable-15">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/FZNv-NtqrSE">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Starmie: Semantics-aware Dataset Discovery from Data Lakes with Contextualized
Column-based Representation Learning
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
<b> (PVLDB 2023)</b>
[<a href="https://www.vldb.org/pvldb/vol16/p1726-fan.pdf">pdf</a>]
<span class="expando" id="expand-16">[Video]</span>
<div class="expandable" id="expandable-16">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/i47PYk48yN4">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Yushi Sun, Hao Xin, and Lei Chen
<b> RECA: Related Tables Enhanced Column Semantic Type Annotation Framework (PVLDB
2023)</b>
[<a href="https://www.vldb.org/pvldb/vol16/p1319-sun.pdf">pdf</a>]
<span class="expando" id="expand-17">[Video]</span>
<div class="expandable" id="expandable-17">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/MFSStil62GM">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Mahdi Esmailoghli, Jorge-Arnulfo Quiané-Ruiz, and Ziawasch Abedjan
<b> MATE: Multi-Attribute Table Extraction (PVLDB 2022)</b>
[<a href="https://www.vldb.org/pvldb/vol15/p1684-esmailoghli.pdf">pdf</a>]
<span class="expando" id="expand-18">[Video]</span>
<div class="expandable" id="expandable-18">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/4AqNzk9x1_c">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Kavitha Srinivas, Julian Dolby, Ibrahim Abdelaziz, Oktie Hassanzadeh, Harsha
Kokel, Aamod Khatiwada, Tejaswini Pedapati, Subhajit Chaudhury, Horst Samulowitz
<b>LakeBench: Fine-Tuning Benchmarks for Data Discovery over
Data Lakes (arxiv 2023)</b>
[<a href="https://arxiv.org/pdf/2307.04217.pdf">pdf</a>]
<span class="expando" id="expand-19">[Video]</span>
<div class="expandable" id="expandable-19">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/DKmDIIlVB-s">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Nora Abdelmageed, Sirko Schindler
<b>JenTab: A Toolkit for Semantic Table Annotations (KGCW@ESWC 2021)</b>
[<a href="https://openreview.net/pdf?id=aZUGsoLdpa">pdf</a>]
<span class="expando" id="expand-20">[Video]</span>
<div class="expandable" id="expandable-20">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/oJEvBVubXyI">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Madelon Hulsebos, Çagatay Demiralp, and Paul Groth
<b> GitTables: A Large-Scale Corpus of Relational Tables (SIGMOD 2023)</b>
[<a href="https://arxiv.org/pdf/2106.07258.pdf">pdf</a>]
<span class="expando" id="expand-21">[Video]</span>
<div class="expandable" id="expandable-21">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/sqckTo4g_gs">
</iframe>
</div>
</td>
</tr>
<tr>
<td>
(Invited) Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos,
Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu
<b>Automatic Table Union Search with Tabular Representation Learning (ACL Findings
2023)</b>
[<a href="https://aclanthology.org/2023.findings-acl.233.pdf">pdf</a>]
<span class="expando" id="expand-22">[Video]</span>
<div class="expandable" id="expandable-22">
<iframe frameborder="0" allowfullscreen class="youtube-video"
src="https://www.youtube.com/embed/TgRBUtHld3s">
</iframe>
</div>
</td>
</tr>
<!--
<tr>
<td>
(Invited)
<b> ()</b>
[<a href="">pdf</a>]
<span class="expando" id="expand-23">[Video]</span>
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<iframe frameborder="0" allowfullscreen class="youtube-video"
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