Sarcasm-Detection-Using-Emoji

Sarcasm Detection Using Emoji and Text Analysis.

The dataset.xlsx file has the data stats and the data before and after preprocessing. I have taken the 12.9K input data (emoji + text) separately and put it in a csv file in the 'Data to work with' folder(zip). These are supposed to be the input files for word_to_vec and emoji_to_vec codes.

The coursework codes and report are in Project II Group 10 zip folder.

Dependencies:

1. Numpy
2. Keras
3. NLTK
4. emoji
5. gensim
6. scikit-learn
7. pandas
8. codecs
9. enchant

Instructions to execute Basline model code:

1. Place data in /Data directory and run:

python Baseline/Run_ML.py

Instructions to execute LSTM + Attention code:

Change file names in settings.json and run:

python Model/LSTM+Attention.py