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vlada-pv / Prediction-Sociolinguistic-Data-Based-on-the-Diaries-Texts-of-the-Prozhito-Project

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The repository contains notebooks created for collecting and preprocessing the corpus of diary entries and for experiments on creating models for predicting gender, age groups of authors and the time period of text creation.

deep-learning word-embeddings recurrent-neural-networks naive-bayes-classifier neural-networks bag-of-words logistic-regression convolutional-neural-networks diary-entries sociolinguistics text-vectorization bilstm tf-idf-vectorizer text-preprocessing convol author-profiling
  • Updated Jun 12, 2024
  • Jupyter Notebook

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