https://github.com/chanind/reddit-words

What have Spacy's sense2vec 2019 word vectors learned from Reddit?
https://github.com/chanind/reddit-words

sense2vec spacy spacy-nlp word2vec

Last synced: about 2 months ago
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What have Spacy's sense2vec 2019 word vectors learned from Reddit?

• Host: GitHub
• URL: https://github.com/chanind/reddit-words
• Owner: chanind
• License: mit
• Created: 2021-05-25T19:23:18.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-11-20T18:40:16.000Z (about 2 years ago)
• Last Synced: 2024-10-16T11:18:37.832Z (3 months ago)
• Topics: sense2vec, spacy, spacy-nlp, word2vec
• Language: TypeScript
• Homepage: https://chanind.github.io/reddit-words/
• Size: 1.82 MB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# reddit-words

What have Spacy's sense2vec 2019 word vectors learned from Reddit?

Live demo: [chanind.github.io/reddit-words](https://chanind.github.io/reddit-words)

## How does this work?

This project attempts to examine what the Spacy sense2vec Reddit word vectors have learned about words. This works by taking 2 words that differ in a single understandable dimension, like "east" vs "west", and subtracts them to get a direction vector. Then, this looks at the word vectors that have both the largest and smallest scores when projected along that direction.

## Project structure

This project contains 2 parts, a server written in Python which does the projection and ranking calculation, and a React web frontend which provides a UI to explore and navigate the data. The server is in the `server` directory, and the website is in the `website` directory.

## Contributing

If you have an idea to improve this project, pull requests are always welcome!

## Work with me!

I'm interested in doing a PhD in NLP in 2022, and would love to work with

researchers doing NLP work in the meantime. Please reach out at

[email protected] if you have a

project I can be a part of!