BRIGHT

A new pipeline called ARGUS aims to fix blind spots in AI retrieval systems by preemptively addressing weak spots in data retrieval. Developed using a large-scale dataset from Wikidata and Wikipedia, …

Researchers introduced Refine Thought (RT), a method that enhances text embedding models by executing multiple forward passes to improve semantic reasoning. RT significantly boosted performance on spe…

Researchers have developed RICE-PO, a policy optimization framework that converts retrieval interactions into localized learning signals for training reasoning-based retrieval agents. The framework ad…