This repository is dedicated to the research done during the M.Sc. in Computing from School of Computing, Dublin City University (Ireland) in 2019-2020.
Natural Language Processing - text classification and machine translation
Data collection, annotation
Data processing - stopwords, special characters, numbers, lemmatisation, tokenization
Similarity network - dice coefficient and word2vec
graph based classifiers - min cut max flow, random walk
fasttext classifier
neural network classifiers - ANN, CNN, Bi-LSTM
basic classifiers - Naive Bayes, Logistic regression, decision tree, support vector machine, random forest
machine translation - Amazon sockeye
Precision, recall, F1 score, AUC, cohen kappa score, BLEU score
Prof. Andy Way (Dublin City University), Ex-President : European Association for Machine Translation (EAMT) & International Association for Machine Translation (IAMT)
https://www.computing.dcu.ie/~away/
Dr. Rejwanul Haque
https://www.computing.dcu.ie/~rhaque/students.html
Copyright - Raghvendra Pratap Singh, 2020