Top 6 Python word-embedding Projects
Topic Modelling for HumansProject mention: Topic modelling with Gensim and SpaCy on startup news | dev.to | 2022-01-17
For the topic modelling itself, I am going to use Gensim library by Radim Rehurek, which is very developer friendly and easy to use.
A very simple framework for state-of-the-art Natural Language Processing (NLP)Project mention: The Spacy NER model for Spanish is terrible | reddit.com/r/LanguageTechnology | 2021-12-20
Had the same experience with the german model in spacy (but tbh, the quailty of my textdata was bad). A bert based approach with flair really improved my results. I think there is a spanish pretrained model also available
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Beautiful visualizations of how language differs among document types.Project mention: Clustering of text - Where to start? | reddit.com/r/LanguageTechnology | 2021-08-04
If what you want is to determine how similar two categories are, or to learn something about the structure or words that compose those categories, you might consider word shift graphs or Scattertext.
Top2Vec learns jointly embedded topic, document and word vectors.Project mention: Extracting topics from 250k facebook posts | reddit.com/r/LanguageTechnology | 2021-05-26
Since you already have the facebook posts, you can use top2vec https://github.com/ddangelov/Top2Vec
A fast, efficient universal vector embedding utility package.Project mention: Text Classification Library for a Quick Baseline | news.ycombinator.com | 2021-06-23
(3) FastText now supports multiple languages .
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might needProject mention: Which are top APIs for Indian languages mainly VR, OCR, Speech - Text - Speech? | reddit.com/r/LanguageTechnology | 2021-01-29
The best tool will vary a little bit from language to language, but your best bets are probably the Indic NLP Library and iNLTK
Python word-embeddings related posts
Clustering of text - Where to start?
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Extracting topics from 250k facebook posts
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SOTA for Topic Modeling
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Clustering text embeddings: TF-IDF + BERT Sentence Embeddings [P]
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What are some of the best open-source word-embedding projects in Python? This list will help you:
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