Episodic Memory in Lifelong Language Learning

This repository contains a PyTorch implementation of MbPA++ from the paper Episodic Memory in Lifelong Language Learning.

Dependencies

torch                1.10.0
transformers         3.0.2

Run the Experiments

For Text Classification:

bash run_tc.sh

For Question Answering:

bash run_qa.sh

In both cases, DATA_DIR and ORDER variables must be set to run the experiment correctly.

References

• Episodic Memory in Lifelong Language Learning
• Part of the code is borrowed from https://github.com/Daikon-Sun/EM-in-LLL