michaelmilleryoder / nn4nlp-scripts

Scripts for CMU Neural Networks for NLP course

nn4nlp-scripts

Scripts for CMU Neural Networks for NLP course

Assignment 1 contents:

• download_tweets.py contains a script for downloading the TREC 2011 tweets from tweet IDs.
• Baseline Jupyter Notebooks for Twitter and Tumblr
• Weights for the Twitter model

Assignment 2 contents:

• Implementation of Huang et al. 2106 is at NNfNLP_Assignment_2.ipynb.
• Code for downloading and preprocessing tweets is at download_tweets_tweepy.py and huang2016_tweets.ipynb. Code for downloading user histories is at download_tweet_histories.py.

Project contents:

• Preliminary implementation with KL annealing is at NNfNLP_Assignment_3.ipynb.
• Attempted modification with no KL loss term is at train_model_nokl.py.
• Attempted modification with limited KL loss weight is at train_model.py.
• Baselines are at baselines.py.