Neural Machine Translation - Chinese to English

Final Project for Machine Learning CAP6610 at UF

Timeline

• February 26th - Data Processor
• March 12th - Model
• March 19th - Model Trainer (Start Training)
• March 26th - Model Predictor
• April 8th - Project Due

Features

Train Word2Vec

python word2vec/w2v.py -train pickle/language_dataset -model word2vec/mode_filename

###Links

• A Primer on Neural Network Models for Natural Language Processing
• NLP Class Project
• Tensorflow Sequence to Sequence Tutorial
• Sequence to Sequence Learning with Neural Networks (Google)
• Neural Machine Translation Tips
• Minimum Risk Training for Neural Machine Translation
• Sina Weibo Parallel Corpus
• Training a Perceptron with Global and Local Features for Chinese Word Segmentation
• Two Easy Improvements to Lexical Weighting
• Brief and Useful rundown on the approach to Machine Translation
• Markov Chains - Turning a sentence into a probability