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Manolis Tzagakis's Projects

part-of-speech-tagging-multiple-models icon part-of-speech-tagging-multiple-models

This repository holds the first part of code for my thesis on "Active Learning and Part of Speech Tagging" and specifically the part about part of speech tagging.

sentiment-analysis-with-lstm icon sentiment-analysis-with-lstm

Using the movie reviews (with only 2000 texts) from the nltk library, an LSTM model achieved 82.67% accuracy. The big problem faced with the reviews, was of course the small number of training data, so the model is as simple as possible and utilizes dropout layers and regularization to avoid overfitting.

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