4 results found Sort:

JasonKessler
scattertext JasonKessler
287
2.2k
apache-2.0
55
Beautiful visualizations of how language differs among document types.
d3 eda nlp word2vec sentiment stylometry stylometric text-mining scatter-plot text-as-data visualization topic-modeling word-embeddings machine-learning semiotic-squares japanese-language text-visualization exploratory-data-analysis natural-language-processing computational-social-science
Created 2016-07-21
388 commits to master branch, last one 3 months ago
MilaNLProc
contextualized-topic-models MilaNLProc
142
1.2k
mit
17
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).
nlp bert embeddings nlp-library transformer text-as-data topic-modeling topic-coherence multilingual-models neural-topic-models nlp-machine-learning multilingual-topic-models
Created 2020-04-04
569 commits to master branch, last one 5 months ago
jboynyc
textnets jboynyc
22
281
gpl-3.0
13
Text analysis with networks.
nlp sociology text-as-data text-analysis visualization network-analysis computational-social-science
Created 2017-12-15
853 commits to trunk branch, last one 4 months ago
ryanjgallagher
shifterator ryanjgallagher
29
273
apache-2.0
9
Interpretable data visualizations for understanding how texts differ at the word level
text-as-data text-analysis data-visualization digital-humanities information-theory sentiment-analysis natural-language-processing computational-social-science
Created 2018-05-16
136 commits to master branch, last one 2 years ago