Scripts for CMU Neural Networks for NLP course
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
- Implementation of Huang et al. 2106 is at
NNfNLP_Assignment_2.ipynb
. - Code for downloading and preprocessing tweets is at
download_tweets_tweepy.py
andhuang2016_tweets.ipynb
. Code for downloading user histories is atdownload_tweet_histories.py
.
- 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
.