Lazy Film Reviews is a Streamlit app for summarizing and sentiment scoring movie reviews. Input any film review of choice and click 'Generate' to get a concise summary and an overall sentiment indicating whether the review was positive or negative. We also display a Wordcloud containing descriptive terms in the input and the ROUGE metric to gauge the effectiveness of the summary.
We fine-tuned the funnel-transformer-small using Hugging Face to create a custom model for the sentiment analysis task.
For text summarization, we use the pretrained distilbart-cnn-6-6 (by sshleifer) from Hugging Face hub, trained on the CNN/DailyMail dataset.
This project is open-source and licensed under the MIT license.