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topic-modeling x

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16 search results found

Gensim ⭐ 15,180

Topic Modelling for Humans

Top2vec ⭐ 2,738

Top2Vec learns jointly embedded topic, document and word vectors.

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Text2vec ⭐ 829

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

Topic Modeling in Embedding Spaces

Unsupervised Aspect Extraction ⭐ 230

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

Lda2vec Pytorch ⭐ 94

Topic modeling with word vectors

Attention Based Aspect Extraction ⭐ 54

Code for unsupervised aspect extraction, using Keras and its Backends

Restful Top2vec ⭐ 45

Expose a Top2Vec model with a REST API.

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Contextuallstm ⭐ 26

Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning

Topic Modelling in Semantic Embedding Spaces

[WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding

[KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

Discourse_atoms ⭐ 12

How are topics encoded in semantic space? Repository to accompany PNAS article: https://www.pnas.org/doi/10.1073/pnas.2108801119

Text Analysis With R ⭐ 7

📖 📚 📰 Workshop that demonstrates using and analyzing text in R.

Incorporating Word Embeddings into Topic Modeling

The code for the paper "Inter and Intra Topic Structure Learning with Word Embeddings" in ICML 2018.

Related Searches

Python Word Embeddings (520)

1-16 of 16 search results

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