ilyarudyak / cs224n-nlp-dl

cs224n Natural Language Processing with Deep Learning, Stanford University, Winter 2018

Assignments

Assignments from cs224n, Winter 2018.

Assignment 1

• Q1: Softmax (10 points) --DONE
• Q2: Neural Network Basics (30 points) --DONE
• Q3: word2vec (40 points + 2 bonus) --DONE
• Q4: Sentiment Analysis (20 points) --DONE

Assignment 2

• Q1: Tensorflow Softmax (25 points, coding) --DONE
• Q2: Neural Transition-Based Dependency Parsing (50 points, mostly coding with a bit of theory) --DONE
• Q3: Recurrent Neural Networks: Language Modeling (25 points, theory)

Assignment 3

• Q1: A window into NER (30 points) --IN PROGRESS
• Q2: Recurrent neural nets for NER (40 points)
• Q3: Grooving with GRUs (30 points)