{"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/the-code2text-challenge-text-generation-in","title":"The Code2Text Challenge: Text Generation in Source Code Libraries","arxiv_id":"1708.00098","date":"2017-07-31","proceeding":null,"authors":["Kyle Richardson","Sina Zarrieß","Jonas Kuhn"],"abstract":"We propose a new shared task for tactical data-to-text generation in the\ndomain of source code libraries. Specifically, we focus on text generation of\nfunction descriptions from example software projects. Data is drawn from\nexisting resources used for studying the related problem of semantic parser\ninduction (Richardson and Kuhn, 2017b; Richardson and Kuhn, 2017a), and spans a\nwide variety of both natural languages and programming languages. In this\npaper, we describe these existing resources, which will serve as training and\ndevelopment data for the task, and discuss plans for building new independent\ntest sets.","url_abs":"http://arxiv.org/abs/1708.00098v1","url_pdf":"http://arxiv.org/pdf/1708.00098v1.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":"the-code2text-challenge-text-generation-in","repo_url":"https://github.com/yakazimir/Code-Datasets","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"data-to-text-generation","task_name":"Data-to-Text Generation"},{"task_slug":"text-generation","task_name":"Text Generation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1708.00098","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}