{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/an-updated-duet-model-for-passage-re-ranking","title":"An Updated Duet Model for Passage Re-ranking","arxiv_id":"1903.07666","date":"2019-03-18","proceeding":null,"authors":["Bhaskar Mitra","Nick Craswell"],"abstract":"We propose several small modifications to Duet---a deep neural ranking\nmodel---and evaluate the updated model on the MS MARCO passage ranking task. We\nreport significant improvements from the proposed changes based on an ablation\nstudy.","url_abs":"http://arxiv.org/abs/1903.07666v1","url_pdf":"http://arxiv.org/pdf/1903.07666v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"an-updated-duet-model-for-passage-re-ranking","repo_url":"https://github.com/dfcf93/MSMARCO","is_official":0,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"pytorch","reach":{"status":"ok","spdx":"MIT"}}],"tasks":[{"task_slug":"passage-ranking","task_name":"Passage Ranking"},{"task_slug":"passage-re-ranking","task_name":"Passage Re-Ranking"},{"task_slug":"re-ranking","task_name":"Re-Ranking"},{"task_slug":"model","task_name":"model"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/passage-re-ranking-on-ms-marco","task":"Passage Re-Ranking","dataset":"MS MARCO","model":"Duet v2","rank_in_archive_order":4,"of":4,"metrics":{"MRR":"0.253"},"uses_additional_data":false}],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1903.07666","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}