RARe adapts retrieval models with retrieved examples
Published on December 1, 2024, the report presents RARe, which adds instructions and semantically similar query-document pairs retrieved with BM25 to retrieval models. The post says similar examples outperformed random ones, with gains increasing as the number of examples rose, up to the 10 tested.
Published on December 1, 2024, the report presents RARe, which augments queries with instructions and examples of semantically similar query-document pairs retrieved using BM25. The method explores using in-context examples to adapt retrieval models.
According to the post, similar examples outperformed random ones, and gains increased with more examples, up to the 10 tested. To check the scope and results, consult the post and original paper; verify how the tests were designed and compare the conclusions with the methods and data described in the paper.