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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width initial-scale=1" />
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Chinese NLP Course | For You</title>
<meta name="description"
content="Natural Language Processing course with interactive lectures-blogs, research thinking exercises and related papers with summaries. Also a lot of fun inside!">
<link rel="stylesheet" href="./css/main.css">
<link rel="canonical" href="http://lena-voita.github.io/nlp_course.html">
<!-- diff from head.html begin -->
<link rel="mask-icon" href="./resources/lectures/ico/course_logo.png">
<link rel="alternate icon" class="js-site-favicon" type="image/png" href="./resources/lectures/ico/course_logo.png">
<link rel="icon" class="js-site-favicon" type="image/svg+xml" href="./resources/lectures/ico/course_logo.png">
<!-- diff from head.html end -->
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</head>
<body>
<header class="site-header">
<div class="wrapper">
<div id="title-image" style="display:inline">
<img class="site-img" src="./img/ico/logo.jpeg" />
</div>
<div id="title-texts" style="display:inline">
<a class="site-title" href="https://github.com/MLNLP-World" target="_blank">MLNLP</a>
</div>
<nav class="site-nav">
<a href="#" class="menu-icon">
<svg viewBox="0 0 18 15">
<path fill="#424242"
d="M18,1.484c0,0.82-0.665,1.484-1.484,1.484H1.484C0.665,2.969,0,2.304,0,1.484l0,0C0,0.665,0.665,0,1.484,0 h15.031C17.335,0,18,0.665,18,1.484L18,1.484z" />
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</svg>
</a>
<div class="trigger">
<a class="page-link" href="https://lena-voita.github.io/" target="_blank">原作者：Lena Voita</a>
<a class="page-link" href="https://lena-voita.github.io/nlp_course.html" target="_blank">原始英文版本</a>
<a class="page-link" href="./about.html" target="_blank">关于我们</a>
<a class="page-link" href="https://github.com/MLNLP-World/NLP-Course-Chinese" target="_blank">
<img height="18" src="./img/ico/github.png" style="vertical-align:middle;" />Github
</a>
</div>
</nav>
</div>
</header>
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the rest is one-per-shtukovina; read more: https://flickity.metafizzy.co/options.html -->
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css">
<style>
.demo_sidebar {
margin: 0;
padding: 0;
background-color: white;
position: relative;
height: auto;
width: 290px;
}
.demo_sidebar_text {
font-size: 18px;
}
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margin-left: 10px;
font-family: "Comic Neue", "Arial";
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迁移学习</a>
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<h1>Letter from Lena</font>
</h1>
</div>
<div class="main_content">
<p>To me, this course is something very personal and truly loved. I'm still surprised it turned out the way
it is, making my feelings about NLP public and for everyone to see. I'm very happy and grateful now the
course is available to many more people. Hope you enjoy it the way I did :)</p>
<p> For you.</p>
</div>
<div class="header">
<h1>NLP Course <font color="#92bf32">| 专属定制</font>
</h1>
</div>
<div class="main_content">
<p class="data_text">
这是<a href="https://lena-voita.github.io/">Lena Voita</a>从2018年秋季开始在<a
href="https://yandexdataschool.com" target="_blank">Yandex数据分析学院（YSDA）</a>教授的<a
href="https://github.com/yandexdataschool/nlp_course"
target="_blank">自然语言处理课程</a>的延伸。到目前为止，这里可能只涉及部分主题。
</p>
<div style="display: grid;
grid-template-columns: auto 290px;">
<div style="margin-right: 30px;">
<h3>这种新的课程形式是为了：</h3>
<ul>
<li><span style="font-size:18px;"><b>便捷</b></span><br>
<span class="data_text">
便于查找、学习和回顾（包括基础内容和高阶内容）并在实践中尝试。
</span>
</li>
<li style="margin-top:10px;"><span style="font-size:18px; "><b>清晰</b></span><br>
<span class="data_text">
每个部分，从前到后，不仅包括讲述的内容，更重要的是讲述和展示的方式，都是我深思熟虑之后的结果。
</span>
</li>
<li style="margin-top:10px;"><span style="font-size:18px; "><b>你（专属）</b></span> <br>
<span class="data_text">
我制作这些学习资料，以便你（是的，你！）可以自学。也就是说，你可以按照你自己的速度，学习你喜欢的内容。而我的主要目的是帮助你进入你自己的学习冒险之旅。
<strong>
<font color="#92bf32">专属定制</font>
</strong>
</span>
</li>
</ul>
</div>
<div class="demo_sidebar" style="font-family:helvetica;">
<div class="main_components">
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课程博客
<span class="demo_sidebar_comment">包含</span>
<br><span style="padding:5px;" class="demo_sidebar_comment">
交互学习部分 & 练习
<img height="18" src="./resources/lectures/ico/paw_empty.png" class="sidebar_ico" />
<img height="20" src="./resources/lectures/ico/dumpbell_empty.png" class="sidebar_ico"
style="margin-right:10px;" />
</span>
<br><span style="padding:5px;" class="demo_sidebar_comment">
分析与解释<img height="25" src="./resources/lectures/ico/analysis_empty.png"
class="sidebar_ico" />
</span>
</a>
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研讨会 & 作业
<br><span class="demo_sidebar_comment">资料位于我们的7.7k-☆课程仓库</span>
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研究思考
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style="margin-top:10px;" />
<br><span class="demo_sidebar_comment">学习提出正确的问题</span>
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相关论文
<img height="22" src="./resources/lectures/ico/book_empty.png" class="sidebar_ico"
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<br><span class="demo_sidebar_comment">包含总结和解释</span>
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Have Fun!
<img height="35" src="./resources/lectures/ico/fun_empty.png" class="sidebar_ico"
style="margin-top:8px;" />
<br><span class="demo_sidebar_comment">just fun</span>
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<hr style="height:2px; margin-bottom:15px;" color="#92bf32">
<p>
<span class="data_text">
如果你想要在你的论文、报告等材料中引用这些学习资料（例如：图片），你可以采用下述BibTex：
</span>
</p>
<div style="border: 1px solid #ccc;border-radius:15px;margin: 10px; padding: 4px;
background-color: #f5f5f5;width:80%;font-family:Courier;font-size:12px;">
<div style="margin-left:20px;">
@misc{voita2020nlpCourse,</br>
<div style="margin-left:15px;">
title={ {NLP} {C}ourse {F}or {Y}ou},</br>
url={https://lena-voita.github.io/nlp_course.html},</br>
author={Elena Voita},</br>
year={2020},</br>
month={Sep}</br>
</div>
}
</div>
</div>
<hr style="height:5px" color="#92bf32">
<br>
<div id="whats_inside">
<h1>本课程包含什么？你的冒险指南</h1>
<br>
<div style="border: 0px solid #ccc;border-radius:15px;margin: 10px; padding: 4px;
background-color: #f5f5f5;">
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<div style="margin-right: 15px;">
<h2 style="margin-bottom:5px;">课程-博客</h2>
<p class="data_text" style="margin-bottom:2px;">
我尽可能使其:</p>
<ul class="data_text">
<li>直观、清晰、具有吸引力；</li>
<li>全面: 完整的课程甚至更多内容；</li>
<li>与时俱进，包含该领域最新内容。</li>
</ul>
<h3 style="margin-bottom:2px;">福利：</h3>
<ul class="data_text">
<li><a href="#whats_inside_research_thinking">研究思考</a>，</li>
<li><a href="#whats_inside_related_papers">相关论文</a>，</li>
<li><a href="#whats_inside_fun">Have Fun！</a></li>
</ul>
<h2 style="margin-bottom:2px;">研讨会 & 作业</h2>
<p class="data_text">
对于每个主题，你可以从我们的<a href="https://github.com/yandexdataschool/nlp_course"
target="_blank">7.7k-☆课程仓库</a>中获得资料。
</p>
<p class="data_text" style="margin-top:-7px;">
从2020年起，我们支持PyTorch和Tensorflow！
</p>
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style="float:left; padding-right:10px; " />
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style="float:left; padding-right:20px; " />
<h3>交互部分 & 练习</h3>
<p class="data_text" style="font-size:14px;">
我经常会让你浏览一些包含可视化过程的“幻灯片”，操作一些东西或只是思考。
</p>
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<h3>分析与解释</h3>
<p class="data_text" style="font-size:14px;">
自2020年以来，顶级NLP会议（ACL、EMNLP）都设有"分析和可解释性"Track:这再次印证了分析是NLP不可或缺的一部分。
</p>
<p class="data_text" style="font-size:14px;">
每节课都有一小节是关于"模型、方法内部运作相关结果"的阐述。
</p>
</div>
</div>
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background-color: #f5f5f5;">
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id="whats_inside_research_thinking">
<div style="margin-right: 15px;">