Text Summarization – TextRank Algo Explained, spaCy (pytextrank) and genism python example - #NLProc

Text Summarization – TextRank Algorithm Explained, spaCy (pytextrank) and genism python example - #NLProc tutorial
In this video I will explain about text summarization. I will be explaining about Text Rank Extractive Summarization Algorithm and I will also demonstrate how you can perform text summarization using spaCy (pytextrank) and genism in Python
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The code is present here: https://github.com/rsreetech/TextSummarization/

Relevant Links:
TextRank paper : https://arxiv.org/abs/1602.03606
PageRank: https://en.wikipedia.org/wiki/PageRank
Chapters/Timestamps :
00:00 Text Summarization – TextRank Algorithm Explained, spaCy (pytextrank) and genism python example - #NLProc tutorial
00:23 Text Summarization
01:20 Extractive Text Summarization
02:24 Abstractive Text Summarization
04:30 TextRank Extractive Text Summarizationv Algorithm
07:42 PageRank algorithm
13:11 Use of PageRank within TextRank
15:37 Text Summarization Demo using spaCy(pytextrank), gensim

Видео Text Summarization – TextRank Algo Explained, spaCy (pytextrank) and genism python example - #NLProc канала Rithesh Sreenivasan