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<title>Practical Natural Language Processing</title>
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<h1 class="hero-1-title mb-4 text-light">Practical Natural
<span class="text-light ">Language Processing</span>
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<p class=" text-light " >Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana</p>
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<p class="text-light mb-2 ">Endorsed by <span class="font-weight-medium" >Zachary Lipton, Sebastian Ruder & Marc Najork </span></p>
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<h3 class="font-weight-bold text-dark">Used for courses at
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<p class="text-dark mb-0 text-center font-weight-medium"> Eberhard Karls University</p>
<p class=" text-dark mb-0 text-center font-weight-medium">
Tübingen, Germany
</p>
</div>
</div>
<div class="col-md-8 ">
<div class="features-box mt-5 mt-sm-0 mb-4">
<h4 class="text-dark "><a href="https://github.com/nishkalavallabhi/SfSCourseJan2021">NLP without Annotated Data</a> by <a href="https://www.linkedin.com/in/sowmya-v-2a38734/">Dr. Sowmya Vajjala</a></h4>
<hr class="hr-dark">
<p class="mb-3 f-15 ">NLP without Annotated Data was course taught at SfS, Uni-Tuebingen in January 2021. It focuses on applying natural language processing techniquies with limited and no data. These slides are uploaded "as is", and hence are not polished for public consumption.
</p>
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<p class="text-dark mb-0 text-center font-weight-medium"> Plaksha University</p>
<p class=" text-dark mb-0 text-center font-weight-medium">
Punjab, India
</p>
</div>
</div>
<div class="col-md-8">
<div class="features-box mt-5 mt-sm-0 mb-4">
<h4 class="text-dark "><a href="#">Natural Language Processing</a> by <a href="https://www.microsoft.com/en-us/research/people/monojitc/">Dr. Monojit Choudhury</a></h4>
<hr class="hr-dark">
<p class="mb-3 f-15">This was a course taught to undergraduate and graduate engineering students. Slides will be uploaded soon.</p>
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<p class="text-dark mb-0 text-center font-weight-medium"> Ludwig Maximilian University</p>
<p class=" text-dark mb-0 text-center font-weight-medium">
Munich, Germany
</p>
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</div>
<div class="col-md-8">
<div class="features-box mt-5 mt-sm-0 mb-4">
<h4 class="text-dark "><a href="https://econnlpcourse.github.io/course-materials/">Natural Language Processing for Economists</a> by <a href="https://www.linkedin.com/in/sowmya-v-2a38734/">Dr. Sowmya Vajjala</a></h4>
<hr class="hr-dark">
<p class="mb-3 f-15">This course introduces Natural Language Processing (and Machine Learning) to economist and explores how it can be used to address research questions in economics that require analysis of textual data.</p>
</div>
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<p class="text-dark mb-0 text-center font-weight-medium"> National Taiwan Normal University</p>
<p class=" text-dark mb-0 text-center font-weight-medium">
Taipei City, Taiwan
</p>
</div>
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<div class="features-box mt-5 mt-sm-0 mb-4">
<h4 class="text-dark "><a href="https://alvinntnu.github.io/NTNU_ENC2045_LECTURES/intro.html">Computational Linguistics</a> by <a href="https://alvinchen.myftp.org/">Dr. Alvin Chen</a></h4>
<hr class="hr-dark">
<p class="mb-3 f-15"> This course aims to introduce useful strategies and common workflows that have been widely adopted by data scientists to extract useful insights from the textual data.</p>
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<p class="text-dark mb-0 text-center font-weight-medium"> University of Vienna</p>
<p class=" text-dark mb-0 text-center font-weight-medium">
Vienna, Austria
</p>
</div>
</div>
<div class="col-md-8">
<div class="features-box mt-5 mt-sm-0 mb-4">
<h4 class="text-dark "><a href="https://ufind.univie.ac.at/en/course.html?lv=052315&semester=2021S">VU 052315 Natural Language Processing</a> by <a href="https://ufind.univie.ac.at/en/person.html?id=6309">Dr Werner Winiwarter</a></h4>
<hr class="hr-dark">
<p class="mb-3 f-15"> This is a practice-oriented course that aims to help students master the use of linguistic resources and tools, and efficiently apply them to independently design and implement solutions for subject-specific problems</p>
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<p class="text-dark mb-0 text-center font-weight-medium"> Marymount University</p>
<p class=" text-dark mb-0 text-center font-weight-medium">
Arlington County, Virginia
</p>
</div>
</div>
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<div class="features-box mt-5 mt-sm-0 mb-4">
<h4 class="text-dark "><a href="https://marymount.smartcatalogiq.com/en/2019-2020/Catalogs/Graduate-Catalog/Courses/IT-Information-Technology/500/IT-576">IT 576 Natural Language Processing (NLP) Techniques</a> by <a href="https://marymount.edu/staff-members/nathan-green/">Dr Nathan Green</a></h4>
<hr class="hr-dark">
<p class="mb-3 f-15"> This is a master's level course where students examine the complexities of language phenomena and how to handle those using current NLP tools and scripting techniques.</p>
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<!-- North Texas -->
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<p class="text-dark mb-0 text-center font-weight-medium"> University of North Texas</p>
<p class=" text-dark mb-0 text-center font-weight-medium">
Denton, Texas
</p>
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<div class="col-md-8">
<div class="features-box mt-5 mt-sm-0 mb-4">
<h4 class="text-dark "><a href="http://catalog.unt.edu/preview_course_nopop.php?catoid=21&coid=82461&">LING 5412 - NLP in Linguistics</a> by <a href="https://linguistics.unt.edu/taraka-kasicheyanula
">Dr Taraka Rama Kasicheyanula</a></h4>
<hr class="hr-dark">
<p class="mb-3 f-15"> The course covers a survey of problems, methods, and theory of computational linguistics and natural language processing, with a particular focus on linguistically-oriented approaches.</p>
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<p class="text-dark mb-0 text-center font-weight-medium"> University of Campinas</p>
<p class=" text-dark mb-0 text-center font-weight-medium">
São Paulo, Brazil
</p>
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<div class="features-box mt-5 mt-sm-0 mb-4">
<h4 class="text-dark "><a href="https://www.ic.unicamp.br/~afalcao/mo434/index.html">Deep Learning (MO434/MC934)</a> by <a href="https://www.ic.unicamp.br/~afalcao/">Prof. Alexandre Xavier Falc˜ao</a></h4>
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<p class="mb-3 f-15"> This course provides the knowledge to construct and use deep neural networks for image and text analysis. The course starts from the basic concepts to understand, train and test neural networks for classification and regression. It introduces image analysis. In the sequence, it provides an introduction to text analysis and then covers Recurrent Neural Networks, Attention, Transformers and applications in text analysis.</p>
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