Autociter

Authors: Michael Wan, Balaji Veeramani

Overview

Uses NLP to accurately extract citation information from any online website

Dependencies

• dateparser
• html2text
• keras
• numpy
• PyPDF2
• scikit-learn
• termcolor
• timeoutdecorator
• tensorflow
• fake-useragent pip install dateparser html2text keras PyPDF2 termcolor

Open-Ended Questions Regarding Implementation / ML Model

• Would preserving capitalization help the model? (E.g names usually are capitalized or all-caps, titles are usually capitalized)

G-cloud Compute Engine (Credentials needed)

SSH onto Instance: gcloud compute --project "autocitertraining" ssh --zone "us-west1-a" "overpowered-autociter"

SCP Files to Instance: gcloud compute scp --recurse * overpowered-autociter:~/[$PWD]

SCP Remote Instance Files to Local: gcloud compute scp --recurse overpowered-autociter:~/[$PWD]/assets/files/ml assets/files/ml

To-do

Project Guideline Doc

Tasklist Spreadsheet