cs224n

Stanford NLP course.

Assignment 4

Written:

Analyzing NMT Systems, counting BLEU: pdf

Code:

• NMT model
• Embeddings model

Assignment 5

Written:

Character-based convolutional encoder for NMT, tests for CNN and Highway models and Analyzing NMT Systems: pdf.

Code:

• NMT model
• Model embeddings
• Highway network
• CNN
• Char decoder
• Vocabulary entry