{"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/pamper-proof-method-recommendation-system-for","title":"PaMpeR: Proof Method Recommendation System for Isabelle/HOL","arxiv_id":"1806.07239","date":"2018-06-19","proceeding":null,"authors":["Yutaka Nagashima","Yilun He"],"abstract":"Deciding which sub-tool to use for a given proof state requires expertise\nspecific to each ITP. To mitigate this problem, we present PaMpeR, a Proof\nMethod Recommendation system for Isabelle/HOL. Given a proof state, PaMpeR\nrecommends proof methods to discharge the proof goal and provides qualitative\nexplanations as to why it suggests these methods. PaMpeR generates these\nrecommendations based on existing hand-written proof corpora, thus transferring\nexperienced users' expertise to new users. Our evaluation shows that PaMpeR\ncorrectly predicts experienced users' proof methods invocation especially when\nit comes to special purpose proof methods.","url_abs":"http://arxiv.org/abs/1806.07239v1","url_pdf":"http://arxiv.org/pdf/1806.07239v1.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":"pamper-proof-method-recommendation-system-for","repo_url":"https://github.com/data61/PSL","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"NOASSERTION"}}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":"https://app.syntology.ai/?focus=1806.07239","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}