NCHU NLP API

All-in-one API service, serving multiple NLP tasks for system demo at NCHU NLP Lab.

Services

Question Generation

Model	Language	Author	Paper
p208p2002/bart-squad-qg-hl	English	Harry Chan (@Harry-Chan) Philip Huang (@p208p2002)	1
p208p2002/gpt2-drcd-qg-hl	Traditional Chinese	Harry Chan (@Harry-Chan) Philip Huang (@p208p2002)

Distractor Generation

Model	Language	Author	Paper
voidful/bart-distractor-generation	English	Eric Lam (@voidful)	2

Misc

• Context-Question-Answer pair exporting

Deployment

Command to start is store in head of docker-compose.yml

Development

Setup

Run this on first time

• Clone Repository

git clone https://github.com/NCHU-NLP-Lab/API.git
cd API

• Install Dependencies

pip install -r requirements.txt
# or use poetry
poetry install

Launch

uvicorn server:app --reload

Export requirements.txt

Run this whenever dependencies are changed in pyproject.toml

poetry export -f requirements.txt --output requirements.txt --without-hashes

Author

• Tomy Hsieh (@tomy0000000)

Footnotes

1. A Recurrent BERT-based Model for Question Generation ↩

2. A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies. ↩