My solutions to Stanford online course CS224n: Natural Language Processing with Deep Learning.
Assignment 1: Word2Vec and sentiment analysis on Stanford Sentiment Treebank
Assignment 2: Neural Transition-Based Dependency Parsing
Assignment 3: Named Entity Recognition with word window and recurrent models
The exercises were carried out in Python, using NumPy and TensorFlow. The solutions correspond to the course offering of Winter 2018.
Edit:
Assignment 1, 2 and 3 completed.