Understanding Porter Stemmer Algorithm | Decoding NLP Libraries - NLTK - Crossminds
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Understanding Porter Stemmer Algorithm | Decoding NLP Libraries - NLTK
Dec 07, 2020
#stemming #porterstemmer #nlp #algorithm In this video, we will understand in-detail the inner workings of stemming with Porter Stemmer Algorithm. We will also look into use-cases like when and where stemming is most helpful when dealing with natural language. In linguistic morphology and information retrieval, stemming is the process of reducing inflected (or sometimes derived) words to their word stem, base or root form generally a written word form. This video is part of "Decoding NLP Libraries" series, where the first library that we are decoding is python NLTK (Natural Language Toolkit) ⏩ OUTLINE: 0:00 - Background and Example 1:30 - Why stemming? When to apply stemming? 3:10 - Porter Stemming Algorithm 10:48 - Wrapping up ⏩ IMPORTANT LINKS Document Link: http://people.scs.carleton.ca/~armyunis/projects/KAPI/porter.pdf Watch some popular research papers in NLP: https://www.youtube.com/watch?v=ykClwtoLER8&list=PLsAqq9lZFOtWUz1WEoJ3GXw197LD7BxMc ********************************************* ⏩ Youtube - https://youtube.com/channel/UCoz8NrwgL7U9535VNc0mRPA ⏩ Blog - https://prakhartechviz.blogspot.com ⏩ LinkedIn - https://linkedin.com/in/prakhar21 ⏩ Medium - https://medium.com/@prakhar.mishra ⏩ GitHub - https://github.com/prakhar21 ********************************************* ⏩ Please feel free to share out the content and subscribe to my channel - https://youtube.com/channel/UCoz8NrwgL7U9535VNc0mRPA?sub_confirmation=1 Tools I use for making videos :) ⏩ iPad - https://tinyurl.com/y39p6pwc ⏩ Apple Pencil - https://tinyurl.com/y5rk8txn ⏩ GoodNotes - https://tinyurl.com/y627cfsa #techviz #datascienceguy #textprocessing #preprocessing #informationretrieval #naturallanguageprocessing #nltk
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