Squad Dataset

BiDAFPython

A deep learning model for machine comprehension that uses bi-directional attention flow to answer questions about text passages.

Question Generation using hugstransformersJupyter Notebook

An open-source study on neural question generation using transformers, providing simplified training and inference pipelines.

QANetPython

A TensorFlow implementation of QANet for machine reading comprehension on the SQuAD dataset.

R-NetPython

TensorFlow implementation of R-Net for machine reading comprehension on the SQuAD dataset.

DrQAPython

A PyTorch implementation of the DrQA model for reading comprehension and open-domain question answering.

R-Net-in-KerasPython

A Keras implementation of Microsoft's R-NET neural network for question answering on the SQuAD dataset.