notgitika / political-speech-generation

BU CS 505 Final Project

Political Speech Generation and Analysis

BU CS 505 Final Project

Smriti Suresh, Gitika Jha, Janki Chauhan - 2023-12-24 v1.0.0-main

Data

The data files can be accessed through this Google Drive link

Data was preprocessed using the code from data_preprocessing.ipynb

Code Files

Model Fine-tuning

• BERT_experiments.ipynb
• BLOOM_Text_gen.ipynb
• GPT_2_Text_gen.ipynb
• T5_Text_gen.ipynb
• Text_generation_with_RNN.ipynb

Evaluation

• Evaluation_metrics.ipynb

Analysis

• Analyses.ipynb
• Topic_Modelling_LDA.ipynb
• GPT3.5-analysis.ipynb