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GiorgiaAuroraAdorni / learning-personality

Star 5

Learning Personality is a bachelor internship project that use neural networks to extract, from natural language (in particular reviews), personality traits, through automatic approaches. @unimib17/18.

machine-learning text-mining university word2vec natural-language embeddings neural-networks bag-of-words unsupervised-learning embedding-models personality personality-traits big5 embeddings-word2vec mikolov big5-ocean-traits bachelor-internship
  • Updated Mar 15, 2020
  • Python

atAlexFM / HotOffThePressResearchNLP

Star 4

Hot Off The Press - A curratted list of the most obscure, interesting, and innovative Natural Language Processing research papers. Topics including: personality, archetypes, big data sentiment mining, and narrative arcs.

nlp natural-language-processing text-summarization awesome-list papers archetype research-paper nlp-machine-learning personality dialogue-systems hemingway currated sentence-embeddings kurt-vonnegut hotoffthepress kickass-nlp obscure-research chatbot-research emotional-arc sentiment-mining
  • Updated Nov 14, 2020

YasPHP / The-Five-Factor-Personality-Test

Star 15

Unsupervised learning coupled with applied factor analysis to the five-factor model (FFM), a taxonomy for personality traits used to describe the human personality and psyche, via descriptors of common language and not on neuropsychological experiments. Used kmeans clustering and feature scaling (min-max normalization).

machine-learning psychology factor-analysis kmeans-clustering personality ffm personality-traits unsupervised-machine-learning neuropsychology factor-model big-five-traits min-max-optimization min-max-normalization neuropsychological-experiments
  • Updated Jun 19, 2021
  • Jupyter Notebook

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