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Talks at Gandhinagar Machine Learning and NLP Group
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Graphs and NLP #10

Closed Ankush-Chander closed 3 months ago

Ankush-Chander commented 4 months ago

Title

Graphs and NLP

Describe your Talk

This talk introduces application of graphs in NLP. Talk covers: Intro to networkx, spacy dependency graphs with Spacy Pagerank algorithm and it"s application in text

Pre-requisites & reading material

Basic knowledge of python. Awareness of spacy is a plus.

Time required for the talk

45

Link to slides/demos

To be shared

About you

Ankush Chander is a Research Engineer with focus on Natural Language Processing and Information Retrieval. He completed his Masters degree from DA-IICT, Gandhinagar, Gujarat, India in 2016. Post that he co-founded RAx (now Enago Read) where he also worked as Research Engineer from 2016 to 2023. Previously he has worked as a Web Developer in MothersonSumi Infotech & Design Ltd. He is also an Open source enthusiast and has contributed to projects like Pytextrank, Argilla, kglab.

Availability

16/03/2024

Any comments

No response

Ankush-Chander commented 3 months ago

Scheduled for March meetup on 30th March

Ankush-Chander commented 3 months ago

Linked Resources:

  1. https://github.com/Ankush-Chander/graph-notebooks/blob/main/notebooks/pagerank.ipynb
  2. https://github.com/Ankush-Chander/graph-notebooks/blob/main/notebooks/textrank_intro.ipynb Also do checkout textrank python implementation here: https://github.com/DerwenAI/pytextrank