A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets

1 code implementation • 2 Apr 2023 • Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong, Duy Phung, Mathieu Ravaut, Shafiq Joty, Josip Car

We applied the proposed framework to four biomedical datasets and showed relative improvement of up to 33%/40% for fine-tuning of retrieval/reader models on the BioASQ dataset when using back translation to enhance the original dataset quality.

Machine Reading Comprehension Retrieval