Before revision:  Evidence ranking is then optimized using a learning to rank loss function. The best performing time-aware fact-checking model outperforms its baseline by up to 33.34\%, depending on the domain. Overall, evidence-based recency and evidence-centered clustering ranking lead to the best results .
After revision:  Evidence ranking is then optimized using a learning-to-rank loss function .