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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;
}
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font-size: 18px;
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<h1>NLP Course <font color="#92bf32">| 专属定制</font>
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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。
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<h3>这种新的课程形式是为了：</h3>
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<li><span style="font-size:18px;"><b>便捷</b></span><br>
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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。
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<li style="margin-top:10px;"><span style="font-size:18px; "><b>清晰</b></span><br>
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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。
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<li style="margin-top:10px;"><span style="font-size:18px; "><b>你（专属）</b></span> <br>
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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>
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课程博客
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交互学习部分 & 练习
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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：
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background-color: #f5f5f5;width:80%;font-family:Courier;font-size:12px;">
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@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>
}
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<h1>本课程包含什么？你的冒险指南</h1>
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<h2 style="margin-bottom:5px;">课程-博客</h2>
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我尽可能使其:</p>
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<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>
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<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>
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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。
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从2020年起，我们支持PyTorch和Tensorflow！
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<h3>交互部分 & 练习</h3>
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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。
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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。
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id="whats_inside_research_thinking">
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<h2>研究思考</h2>
<p class="data_text">
学会像研究科学家一样思考：</p>