Quality and Cost Trade-offs in Passage Re-ranking Task

no code implementations • 18 Nov 2021 • Pavel Podberezko, Vsevolod Mitskevich, Raman Makouski, Pavel Goncharov, Andrei Khobnia, Nikolay Bushkov, Marina Chernyshevich

Deep learning models named transformers achieved state-of-the-art results in a vast majority of NLP tasks at the cost of increased computational complexity and high memory consumption.

Information Retrieval Open-Domain Question Answering +3