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opportunities.md

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<!-- 導覽列 -->
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<div class="nav-bar">
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<a href="index.html">Home</a> <span class="nav-sep"></span>
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<a href="pi.html">PI</a> <span class="nav-sep"></span>
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<a href="people.html">People</a> <span class="nav-sep"></span>
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<a href="research.html">Research</a> <span class="nav-sep"></span>
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<a href="impact.html">Impact</a> <span class="nav-sep"></span>
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<a href="news.html">News</a> <span class="nav-sep"></span>
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<a href="index.html">Home</a> <span class="nav-sep">|</span>
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<a href="pi.html">PI</a> <span class="nav-sep">|</span>
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<a href="people.html">People</a> <span class="nav-sep">|</span>
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<a href="research.html">Research</a> <span class="nav-sep">|</span>
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<a href="publications.html">Pubs</a> <span class="nav-sep">|</span>
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<a href="news.html">News</a> <span class="nav-sep">|</span>
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<a href="opportunities.html">Opportunities</a>
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<!-- Hero Intro -->
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<div style="text-align:center;margin-bottom:50px;">
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<h1 style="margin-bottom:15px;font-size:2.5em;">Join & Collaborate with IISR</h1>
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<div style="text-align:center; margin-bottom:50px;">
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<h1 style="margin-bottom:15px; font-size:2.5em; color:#2c3e50;">Join & Collaborate with IISR</h1>
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<p style="font-size:1.1em; color:#666; line-height:1.8; max-width:800px; margin:0 auto;">
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IISR welcomes motivated students and collaborators to build <b>practical, trustworthy AI systems</b>. Whether you are a prospective student or an industry partner, we invite you to join us in advancing Localized LLMs, BioNLP, and Digital Humanities.
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</p>
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<h2 class="section-title">What You Can Work On</h2>
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<h2 class="section-title" style="margin-top:0;">What You Can Work On</h2>
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<!-- 1. LLM (Blue) -->
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<h3 style="margin-top:0;color:#002A5C;">🇹🇼 Taiwan-Localized LLMs & Low-Resource Languages</h3>
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<h3 style="margin-top:0; color:#0366d6;">🇹🇼 Taiwan-Localized LLMs & Low-Resource Languages</h3>
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<ul>
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<li>Efficient alignment and instruction-following for new languages (e.g., Chat Vector-style transfer).</li>
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<li>Trustworthy evaluation using culturally grounded benchmarks (e.g., TWBias).</li>
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<h3 style="margin-top:0;color:#27ae60;">🧬 Biomedical NLP (BioNLP)</h3>
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<h3 style="margin-top:0; color:#27ae60;">🧬 Biomedical NLP (BioNLP)</h3>
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<li>Data-centric learning for noisy biomedical datasets (e.g., relation extraction).</li>
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<li>Privacy-preserving clinical NLP (de-identification, temporal normalization).</li>
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<h3 style="margin-top:0;color:#c0392b;">🗺️ Digital Humanities & Historical GIS</h3>
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<h3 style="margin-top:0; color:#c0392b;">🗺️ Digital Humanities & Historical GIS</h3>
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<li>Context-aware representations for historical entities and trajectories (e.g., MingOfficial).</li>
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<li>Domain adaptation for unlabeled historical maps.</li>
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<h3 style="margin-top:0;">🌟 What We Value</h3>
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<h3 style="margin-top:0; color:#2c3e50;">🌟 What We Value</h3>
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<li><b>Curiosity</b> and strong ownership.</li>
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<li><b>Reproducibility mindset</b> (clean experiments, careful evaluation, readable code).</li>
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<li><b>Collaboration</b> and the ability to iterate with real stakeholders.</li>
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<h3 style="margin-top:0;">🛠️ Recommended Skills</h3>
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<h3 style="margin-top:0; color:#2c3e50;">🛠️ Recommended Skills</h3>
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<li><b>Python</b> (required), <b>PyTorch</b> (preferred).</li>
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<li>IR/NLP/ML fundamentals; comfort reading papers.</li>
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<p style="margin-top:0;">Please email the following materials to Prof. Richard Tzong-Han Tsai:</p>
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<ul style="margin-bottom:20px;">
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<li><b>CV / Resume</b></li>
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<li><b>Short Statement</b> (≤ 1 page): Research interests, skills, and available time.</li>
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<b>📧 Email:</b> <a href="mailto:thtsai@g.ncu.edu.tw">thtsai@g.ncu.edu.tw</a><br>
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<b>📝 Subject:</b> <code>[IISR] Application – Your Name – PhD/MS/RA/Intern</code>
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<b>📧 Email:</b> <a href="mailto:thtsai@g.ncu.edu.tw" style="color:#0366d6;">thtsai@g.ncu.edu.tw</a><br>
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<b>📝 Subject:</b> [IISR] Application – Your Name – PhD/MS/RA/Intern
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We actively collaborate with academia, hospitals, national institutions, and industry partners (e.g., semiconductor, public sector, education).
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<h3 style="margin-top:0; color:#2c3e50;">📍 Lab Location</h3>
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<b>National Central University</b><br>
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Engineering Building 5, Room A305 (工程五館 A305室)<br>
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No. 300, Zhongda Rd., Zhongli District,<br>
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