Can I use roberta-base-squad2 for QA on COVID-19 to rank documents?
The model is trained to extract answers to questions about covid19, but I also need to rank 100 covid19 papers on relevance to the question/search term.
2021-04-14T14:31:43Z
hey@MSJohannessen, it sounds like you’re looking for a retriever-reader architecture - for that i’d suggest taking a look athaystack(built on top oftransformers).you can find a covid-19 example along the lines you’re talking about here:DataMuni: Building A Faster & Accurate Search Engine with Transformers & Haystackin general, you can use squad2 models as baselines for the reader, but you’ll probably get better performance by fine-tuning them on your corpus