CS 295: Statistical NLP Winter 2018

• About
• Schedule
• Assignments
• Projects
• Resources

Projects

The group projects will consist of the following deliverables throughout the quarter (see Canvas for due dates):

1. Pitch: A short document describing the group and the intended project. Due: January 25, 2017, PDF, previous projects.
2. Proposal: A more detailed version of the former after incorporating the feedback with the instructor. Due: February 15, 2018, PDF, Submit.
3. Status: A mid-quarter progress status report detailing the intermediate results obtained so far, and concerns. Due: March 9, 2018, PDF, Submit.
4. Report: The final report at the end of the quarter describing the achieved results. Due: March 23, 2018, PDF, Submit.

More details to follow.

Datasets and Other Resources

• NewsQA
• DeepMindQA
• TrumpTwitter, to get the data, use something like this, years 2009-2016, a related page
• Topic Models datasets
• Wikipedia Text
• Project Gutenberg
• LOB corpus
• British National Corpus
• NLTK Data (including Brown Corpus)
• 1 Billion Word Language Model, Pretrained Google model
• AlphaGo commentaries
• Open data sets
• Kaggle
• Amazon AWS
• Reddit
• Word-emotion lexicon
• StanfordQA dataset (SQuAD)
• Fake News Challenge
• Allen Institute for AI (AI2) Datasets
• Open AI Resources
• More coming soon..