COMP 5500/4600: Deep Learning for NLP -- Spring 2024

Homeworks

Setting up the environment
Note: We do not need this for HW1 since HW1 is on Google Colab, but please go through it and set up the environment on your system, as we will need it for later HWs.

Date assigned Due Homework
1/17 1/23 11:59 p.m. EST Homework #1: Sentiment analysis with logistic regression
1/24 1/30 11:59 p.m. EST Homework #2: Word2vec
1/31 2/13 11:59 p.m. EST Homework #3: Neural Networks from scratch
2/14 2/20 11:59 p.m. EST Homework #4: Neural Networks with PyTorch
2/21 Part 1 - 2/27 11:59 p.m. EST, Part 2 - 3/12 11:59 p.m. EST Homework #5: Transformer-based Language Modeling
3/21 >Part 1 - 3/26 11:59 p.m. EST, Part 2 - 4/2 11:59 p.m. EST Homework #6: Machine translation
4/3 4/9 11:59 p.m. EST Homework #7: Finetune BERT