{"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/replication-and-generalization-of-precise","title":"Replication and Generalization of PRECISE","arxiv_id":"1508.01306","date":"2015-08-06","proceeding":null,"authors":["Michael Minock","Nils Everling"],"abstract":"This report describes an initial replication study of the PRECISE system and\ndevelops a clearer, more formal description of the approach. Based on our\nevaluation, we conclude that the PRECISE results do not fully replicate.\nHowever the formalization developed here suggests a road map to further enhance\nand extend the approach pioneered by PRECISE.\n  After a long, productive discussion with Ana-Maria Popescu (one of the\nauthors of PRECISE) we got more clarity on the PRECISE approach and how the\nlexicon was authored for the GEO evaluation. Based on this we built a more\ndirect implementation over a repaired formalism. Although our new evaluation is\nnot yet complete, it is clear that the system is performing much better now. We\nwill continue developing our ideas and implementation and generate a future\nreport/publication that more accurately evaluates PRECISE like approaches.","url_abs":"http://arxiv.org/abs/1508.01306v2","url_pdf":"http://arxiv.org/pdf/1508.01306v2.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":"replication-and-generalization-of-precise","repo_url":"https://github.com/everling/PRECISE","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}