You can model everything with graphs, right?

javascript, tutorial

You can model everything with graphs, right?#

I found a super fascinating paper on knowledge graphs for eyes, messaged the author, got disencouraged, cried to my boyfriend, stopped crying, found some cool NLP tutorials and now here we are! Building a knowledge graph from text. Whether it will be useful or not will be seen in the future, but I really enjoyed generating the knowledge graph.

Coding [Methods]#

  • Text preprocessing: Natural Language Toolkit (NLTK)

  • Named entity recognition: BERN2, PubTator 3.0 with AIONER

  • Relation extractor: zero-shot relation extractor (zero_shot_re)

Working more or less … [Results]#

I will show some pretty pictures here soon

Takeaway message [Lessons learned, Discussion, Conclusion]#

  • If you want to do something, just start (and finish it)!

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