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