Core Concepts
M3 introduces an advanced recursive multi-hop dense sentence retrieval system using a novel multi-task mixed-objective approach, achieving state-of-the-art performance on the FEVER dataset.
Stats
Our approach yields state-of-the-art performance on the FEVER dataset.
The top two negative examples are kept for training in our model.
Quotes
"In this paper, we introduce M3, an advanced recursive multi-hop dense sentence retrieval system designed for fact verification."
"Our approach yields state-of-the-art performance on a large-scale open-domain fact verification benchmark dataset, FEVER."