{"id":1195,"date":"2026-01-07T15:01:38","date_gmt":"2026-01-07T15:01:38","guid":{"rendered":"https:\/\/blogs.ncl.ac.uk\/nova\/?p=1195"},"modified":"2026-01-07T15:04:43","modified_gmt":"2026-01-07T15:04:43","slug":"visegpt-towards-better-alignment-of-llm-generated-data-wrangling-scripts-and-user-prompts","status":"publish","type":"post","link":"https:\/\/blogs.ncl.ac.uk\/nova\/2026\/01\/07\/visegpt-towards-better-alignment-of-llm-generated-data-wrangling-scripts-and-user-prompts\/","title":{"rendered":"ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts"},"content":{"rendered":"\n<p>Zhu, J., Cheng, X., Luo, Z., Zhou, Y., Shu, X., Weng, D., &amp; Wu, Y. (2025). ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts. Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology, 1\u201316. <a href=\"https:\/\/doi.org\/10.1145\/3746059.3747689\">https:\/\/doi.org\/10.1145\/3746059.3747689<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zhu, J., Cheng, X., Luo, Z., Zhou, Y., Shu, X., Weng, D., &amp; Wu, Y. (2025). ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts. Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology, 1\u201316. https:\/\/doi.org\/10.1145\/3746059.3747689<\/p>\n","protected":false},"author":4185,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[30,15],"class_list":["post-1195","post","type-post","status-publish","format-standard","hentry","category-publication","tag-30","tag-xinhuan"],"_links":{"self":[{"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/posts\/1195","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/users\/4185"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/comments?post=1195"}],"version-history":[{"count":4,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/posts\/1195\/revisions"}],"predecessor-version":[{"id":1201,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/posts\/1195\/revisions\/1201"}],"wp:attachment":[{"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/media?parent=1195"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/categories?post=1195"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/tags?post=1195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}