Artificial Learning & Neural Networks Final Project

By: Caitlin Lambert, Sarah Park, Nicole Pupp, Stephanie Sarkar

File Contents:

1. Neural_Networks_Final_Project.ipynb: Data cleaning, training, and testing of our final model.
2. wiki_titles.csv: Unable to upload to GitHub due to size constraints.
   • Source for this data: https://www.kaggle.com/datasets/jrobischon/wikipedia-movie-plots

Project Goal:

• To create a neural network capable of processing natural language, learning how to make movie titles from movie plots, and generating completely new and believable movie titles that have some correspondance to a given plot.

Blog Post Write-Up: https://medium.com/@stephaniesarkar/generating-movie-titles-from-plot-lines-ca590ec55b2a

References:

1. https://arxiv.org/pdf/1512.01712.pdf
2. https://github.com/vivekmids/nlp-summarization
3. https://github.com/danedabomb/HeadlineGenerator
4. https://medium.com/geekculture/neural-machine-translation-using-seq2seq-model-with-attention-9faea357d70b
5. https://colab.research.google.com/drive/1XrjPL3O_szhahYZW0z9yhCl9qvIcJJYW