Machine Learning, NLP, Computer Vision, Information Retrieval, Transformers.
re-ranker gets better examples to choose from, and works have tried to improve this first retrieval stage. However, experiments show that when retriever M is a selects a better pool of documents, the re-ranker R often has a harder time differentiating the relevant documents from the irrelevant