{"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/texygen-a-benchmarking-platform-for-text","title":"Texygen: A Benchmarking Platform for Text Generation Models","arxiv_id":"1802.01886","date":"2018-02-06","proceeding":null,"authors":["Yaoming Zhu","Sidi Lu","Lei Zheng","Jiaxian Guo","Wei-Nan Zhang","Jun Wang","Yong Yu"],"abstract":"We introduce Texygen, a benchmarking platform to support research on\nopen-domain text generation models. Texygen has not only implemented a majority\nof text generation models, but also covered a set of metrics that evaluate the\ndiversity, the quality and the consistency of the generated texts. The Texygen\nplatform could help standardize the research on text generation and facilitate\nthe sharing of fine-tuned open-source implementations among researchers for\ntheir work. As a consequence, this would help in improving the reproductivity\nand reliability of future research work in text generation.","url_abs":"http://arxiv.org/abs/1802.01886v1","url_pdf":"http://arxiv.org/pdf/1802.01886v1.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":"texygen-a-benchmarking-platform-for-text","repo_url":"https://github.com/geek-ai/Texygen","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"tf","reach":{"status":"unanswered"}}],"tasks":[{"task_slug":"benchmarking","task_name":"Benchmarking"},{"task_slug":"diversity","task_name":"Diversity"},{"task_slug":"text-generation","task_name":"Text Generation"}],"methods":[],"datasets_introduced":[{"slug":"texygen-platform","name":"Texygen Platform","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1802.01886","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}