Wikipedia link race: choosing among thousands of options
The model chooses the next step from hundreds or thousands of links, demonstrating fast decisions with constrained outputs. The post includes a 4:04 video.

The author built a replay demo for TREC-1 WSJ and TREC DL 2019 evaluation sets, letting you pick a query and watch ranking and metric changes for BM25+JEV and monoBERT vs JEV.
Benchmark tables are hard to picture, so I built a replay for two evaluation sets: TREC-1 WSJ: BM25 + JEV and TREC DL 2019:monoBERT vs JEV. Pick a query to watch both the ranking and metrics change at https://jev-reranking.netlify.app