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<!DOCTYPE html>
<head>
<title>Jingtan Wang</title>
<meta name="author" content="Jingtan Wang">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta property="og:title" content="Jingtan Wang">
<meta property="og:description" content="PhD student, National University of Singapore">
<meta property="og:image" content="https://jtwang2000.github.io/files/me.png">
<meta property="og:url" content="https://jtwang2000.github.io/">
<meta name="twitter:card" content="summary_large_image">
<link rel="apple-touch-icon" href="files/nus-logo.png">
<link rel="icon" type="image/png" href="files/nus-logo.png">
<link rel="stylesheet" href="style.css">
</head>
<div class="header noselect">
<div class="content row">
<div class="header-profile-picture"></div>
<div class="header-text">
<div class="header-name">
<h1>Jingtan Wang</h1>
</div>
<div class="header-subtitle">
PhD student, National University of Singapore
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<div class="header-links">
<a class="btn" href="#contact">Email</a> /
<a class="btn" href="https://github.com/JTWang2000">GitHub</a> /
<a class="btn" href="https://www.linkedin.com/in/jingtan-wang-130643193/">LinkedIn</a> /
<a class="btn" href="https://x.com/JingtanW">X</a>
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<div class="content" style="padding-bottom: 64px;">
<div>
<p>
I am a PhD student at <a href="https://www.nus.edu.sg/">National University of Singapore</a>, advised by Prof. <a href="https://www.comp.nus.edu.sg/~lowkh/">Bryan Low</a> and Dr. <a href="https://scholar.google.com/citations?user=AgbeqGkAAAAJ&hl=en">Chuan-Sheng Foo</a>. My research is supported by the <a href="https://www.a-star.edu.sg/Scholarships/our-scholars/featured-scholars/acis-scholar">A*STAR Computing and Information Science (ACIS) Scholar</a>.
My research lies at the LLM and data valuation.
</p>
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<div>
<h2 class="noselect">Publications and preprints</h2>
<p>Papers sorted by recency.</p>
<div class="publication row clearfix">
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<a class="publication-title bold" href="https://arxiv.org/abs/2310.00646">Source Attribution for Large Language Model-Generated Data</a><br/>
Xinyang Lu*, <span class="bold">Jingtan Wang*</span>, Zitong Zhao*, Zhongxiang Dai, Chuan-Sheng Foo, See-Kiong Ng, Bryan Kian Hsiang Low<br/>
<span class="italic">Conference on Neural Information Processing Systems (<a href="https://neurips.cc/">NeurIPS</a>), Workshop on Statistical Foundations of LLMs and Foundation Model (<a href="https://sites.google.com/berkeley.edu/bb-stat/home">SFLLM</a>)</span>, 2024<br/>
<a class="btn btn-red" href="https://arxiv.org/abs/2310.00646">arXiv</a> / <a class="btn btn-dark" href="bibtex/wasa.txt">bibtex</a>
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<div class="publication row clearfix">
<div class="row-media" style="background-image: url(files/position_paper.png);"></div>
<div class="row-text">
<a class="publication-title bold" href="https://aclanthology.org/2024.findings-emnlp.695/">Position Paper: Data-Centric AI in the Age of Large Language Models</a><br/>
Xinyi Xu, Zhaoxuan Wu, Rui Qiao, Arun Verma, Yao Shu, <span class="bold">Jingtan Wang</span>, Xinyuan Niu, Zhenfeng He, Jiangwei Chen, Zijian Zhou, Gregory Kang Ruey Lau, Hieu Dao, Lucas Agussurja, Rachael Hwee Ling Sim, Xiaoqiang Lin, Wenyang Hu, Zhongxiang Dai, Pang Wei Koh, Bryan Kian Hsiang Low<br/>
<span class="italic">Empirical Methods in Natural Language Processing Finding (<a href="https://2024.emnlp.org/">EMNLP</a>) Findings</span>, 2024<br/>
<a class="btn btn-red" href="https://arxiv.org/abs/2406.14473">arXiv</a> / <a class="btn btn-dark" href="bibtex/position_paper.txt">bibtex</a>
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<div class="publication row clearfix">
<div class="row-media" style="background-image: url(files/Freeshap.gif);"></div>
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<a class="publication-title bold" href="https://openreview.net/forum?id=WSpPC1Jm0p">Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions</a><br/>
<span class="bold">Jingtan Wang*</span>, Xiaoqiang Lin*, Rui Qiao*, Chuang-sheng Foo, Bryan Kian Hsiang Low<br/>
<span class="italic">International Conference on Machine Learning (<a href="https://icml.cc/Conferences/2024">ICML</a></span>), 2024<br/>
<a class="btn btn-red" href="https://arxiv.org/abs/2406.04606">arXiv</a> / <a class="btn" href="https://github.com/JTWang2000/FreeShap">code</a> / <a class="btn btn-dark" href="bibtex/freeshap.txt">bibtex</a>
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<div class="noselect">
<a id="award"></a>
<h2>Awards and Honors</h2>
Research Achievement Award, NUS, School of Computing, 2024.<br/>
Dean’s List of Year 2018 – 2019; Dean’s List of Year 2020 – 2021, NTU, School of Computer Science and Engineering.<br/>
Senior Middle 2 Scholarship for top 1 percent student of China covered full tuition for undergraduate study. <br/>
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<div class="noselect">
<a id="contact"></a>
<h2>Contact</h2>
You are very welcome to contact me regarding my research. I typically respond within a few days.<br/>
I can be contacted directly at <span class="bold">jingtan.w</span> [at] <span class="bold">u.nus.edu</span>
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<div class="footer noselect">
<div class="footer-content">
© 2024 Jingtan Wang. Forked from <a style="color: white; text-decoration: underline;" href="https://github.com/nicklashansen/nicklashansen.github.io">here</a>.
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