Blog Directory
Top level » Natural Language Processing and Computational Linguistics » Tutorials A Primer on Neural Network Models for Natural Language Processing  Yoav Goldberg Bag of Words Meets Bags of Popcorn  Angela Chapman - Use Google's Word2Vec for movie reviews: a tutorial Kaggle competition. Computing a grammatical distance  Frank Jennings Decoding for machine translation  Philipp Koehn Deep Learning for Natural Language Processing (without Magic)  Richard Socher, Christopher Manning Jason Eisner's tutorial on HMM   Lazy Sparse Stochastic Gradient Descent for Regularized Mutlinomial Logistic Regression   LectureBank   - a corpus for NLP Education and Prerequisite Chain Learning. LingPipe tutorials   Natural Language Processing for the Working Programmer  Daniël de Kok Natural Language Understanding: Foundations and State-of-the-Art  Percy Liang - ICML tutorial NLP programming tutorial  Graham Neubig Phrase-based Models for machine translation  Philipp Koehn Statistical Machine Translation: IBM Models 1 and 2  Michael Collins Tips on Building Neural Machine Translation Systems  Graham Neubig Word-based Models for machine translation  Philipp Koehn