===== natural language processing =====
=== NLP for beginners ===
  * 2022-11-21 | [[https://www.deeplearning.ai/resources/natural-language-processing/|A COMPLETE GUIDE TO Natural Language Processing]]
  * 2021-05-04 | [[https://medium.com/analytics-vidhya/introduction-to-nlp-techniques-2f52ce09060b|Introduction to NLP Techniques]]
  * 2020-11-04 | [[https://gulsahsblog.medium.com/natural-language-processing-nlp-project-example-for-beginners-616549300c54|Natural Language Processing (NLP) Project Example for Beginners]]
  * 2020-10-13 | [[https://github.com/jmugan/modern_practical_nlp#modern-practical-natural-language-processing|Modern Practical Natural Language Processing]] - GitHub
  * 2020-10-11 | [[https://www.coursera.org/specializations/natural-language-processing|Natural Language Processing by deeplearning.ai | Coursera]]
  * 2020-10-04 | [[https://towardsdatascience.com/natural-language-processing-nlp-for-beginners-6d19f3eedfea|Natural Language Processing (NLP) for Beginners]]
  * 2020-10-04 | (videos) [[https://www.youtube.com/playlist?list=PLNvQn5fLVQdhWMqZWOdBFBZpKgPdTVGVF|Natural Language Processing]]
  * 2020-09-26 | [[https://medium.com/pythoneers/basics-of-natural-language-processing-in-10-minutes-2ed51e6d5d32|Basics Of Natural Language Processing in 10 Minutes]] 
  * 2019-11-19 | [[https://towardsdatascience.com/learn-nlp-the-practical-way-b854ce1035c4|Learn Natural Language Processing the practical way]]

=== NLP course with code ===
  * 2021-10-10 | [[https://www.kaggle.com/matleonard/intro-to-nlp|Intro to NLP]]
  * 2021-10-10 | [[https://github.com/fastai/course-nlp|A Code-First Intro to Natural Language Processing]]
  * 2020-07-23 | [[https://pub.towardsai.net/natural-language-processing-nlp-with-python-tutorial-for-beginners-1f54e610a1a0|Natural Language Processing (NLP) with Python — Tutorial]]

=== NLP topics ===
  * 2021-02-10 | [[https://towardsdatascience.com/data-representation-in-nlp-cc9460f855a7|Data representation in NLP]]
  * 2020-08-06 | [[https://medium.com/voice-tech-podcast/why-is-natural-language-understanding-still-not-good-enough-830c829c9dce|Why is Natural Language Understanding still not good enough?]]
  * 2020-08-01 | [[https://ruder.io/nlp-beyond-english/|Why You Should Do NLP Beyond English]]
  * 2020-07-31 | [[https://www.technologyreview.com/2020/07/31/1005876/natural-language-processing-evaluation-ai-opinion/|The field of natural language processing is chasing the wrong goal]]
  * 2020-04-01 | [[https://web.stanford.edu/class/cs384/|CS 384: Ethical and Social Issues in Natural Language Processing]] - Stanford
  * 2020-04-01 | [[http://demo.clab.cs.cmu.edu/ethical_nlp2020/|Computational Ethics for NLP]] - CMU
  * 2020-01-24 | [[https://deponysum.com/2020/01/16/recent-advances-in-natural-language-processing-some-woolly-speculations/|Recent advances in Natural Language Processing- Some Woolly speculations]]
  * [[http://nlpprogress.com/|NLP-progress]]
    * Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
  * 2019-12-02 | [[https://blog.rasa.com/nlp-vs-nlu-whats-the-difference/|NLP vs. NLU: What's the Difference and Why Does it Matter?]] 
  * 2017-10-01 | [[https://faculty.washington.edu/ebender/2017_575/|Linguistics 575: Ethics in NLP]] - Washington Univ