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sentiment-classifier

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hpark3910 / fine-grained-sentiment-analysis-with-bert

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This project uses BERT(Bidirectional Encoder Representations from Transformers) for Yelp-5 fine-grained sentiment analysis. It also explores various custom loss functions for regression based approaches of fine-grained sentiment analysis.
nlp natural-language-processing deep-learning sentiment-analysis transformers regression pytorch bert sentiment-classifier sentiment-classification sentiment-scores bert-model bert-embeddings
  • Updated Jan 29, 2020
  • Python

sumanismcse / Using-LSTM-network-for-Sentiment-Analysis

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konkyrkos / sentiment-classifier-classic-algorithms

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Tweet Sentiment Classifier using Classic Machine Learning Algorithms. This repository provides my solution for the 2nd Assignment for the course of Text Analytics for the MSc in Data Science at Athens University of Economics and Business.
python statistics random-forest metrics sklearn sgd recall logistic-regression learning-curve sentiment-classifier multinomial-naive-bayes probabilistic-classifiers statistical-significance-test dummyclassfier classifier-metrics-precision f1-scores
  • Updated Aug 19, 2020
  • Jupyter Notebook

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