ml-for-nlp's repositories
build-your-search-engine
A repository to learn basic data processing techniques (Wikipedia processing, feature selection), and use them for some basic Web query classification.
annotator-agreement
Inter-annotator agreement tutorial. Technique: Cohen's Kappa.
authorship-attribution
Small authorship attribution tutorial. Technique: Naive Bayes.
reinforcement-learning
Mini-tutorial on reinforcement learning. Technique: Q-learning.
recurrent-neural-networks
Tutorial on sequence learning with neural networks. Technique: RNNs.
topic-classification
Small topic classification tutorial. Technique: Support Vector Machines (SVMs).
word-translation
Supervised learning tutorial. Technique: Partial Least Square Regression (PLSR)
vector-biases
Tutorial on uncovering biases in semantic spaces