Created a specialized annotated dataset for supervised learning and used the annotated dataset for the fine-tuning the BERT model, focusing on a regression task by performing extractive text summarization of financial data.
https://huggingface.co/spaces/Mahendranath/nlp-ts
Refresh the page if you get any error related to importing.
Download the files (you require to download this folder even for running .ipynb file)
https://drive.google.com/drive/folders/10I830XoPm9ZVwOehBqFPuW4hdTpJPREp?usp=sharing!
Go to the project directory
cd 'NLP-Text Summarization'
Install dependencies
pip install -r requirements.txt
Start the Streamlit
streamlit run app.py