{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T02:06:28Z","timestamp":1772935588067,"version":"3.50.1"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11402344","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"1440-1447","source":"Crossref","is-referenced-by-count":0,"title":["SAVe-Vis: An End-to-End Multimodal Framework for Schema-Aware and Self-Validating Data Visualization Generation"],"prefix":"10.1109","author":[{"given":"Yi","family":"Li","sequence":"first","affiliation":[{"name":"Computer Science and Engineering College, Dalian Minzu University,Dalian,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiana","family":"Meng","sequence":"additional","affiliation":[{"name":"Computer Science and Engineering College, Dalian Minzu University,Dalian,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Di","family":"Zhao","sequence":"additional","affiliation":[{"name":"Computer Science and Engineering College, Dalian Minzu University,Dalian,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bolin","family":"Wang","sequence":"additional","affiliation":[{"name":"Computer Science and Engineering College, Dalian Minzu University,Dalian,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"ggplot2: Elegant Graphics for Data Analysis","author":"Wilkinson","year":"2011","journal-title":"Oxford University Press"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.185"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467091"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2599030"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2023.3326585"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.70112"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2025.3579700"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2019.2924636"},{"key":"ref9","article-title":"Ask Data feature: natural-language data query in Tableau","volume-title":"Tableau new-features page","year":"2025"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-demo.11"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2024.3456320"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.acl-long.960"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3274199"},{"key":"ref14","article-title":"Evaluating large language models trained on code","author":"Chen","year":"2021","journal-title":"arXiv preprint arXiv"},{"key":"ref15","article-title":"QwQ-32B: Embracing the Power of Reinforcement Learning","volume-title":"QwenLM Blog","year":"2025"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/dint_a_00235"},{"key":"ref17","article-title":"DeepSeek-R1: Incentivizing reasoning capability in large language models via reinforcement learning","author":"Guo","year":"2025","journal-title":"arXiv preprint arXiv"},{"key":"ref18","article-title":"LoRA: Low-Rank Adaptation of Large Language Models","author":"Hu","year":"2021","journal-title":"Proc. Int. Conf. Learn. Representations (ICLR)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/mcse.2007.55"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.21105\/joss.03021"},{"key":"ref21","volume-title":"Unsloth: Open-source framework for fine-tuning and RL-training of large language models","author":"Han","year":"2023"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1800"},{"key":"ref23","volume-title":"Hello GPT-4o","year":"2024"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.acl-long.12"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3724\/2096-7004.di.2024.0005"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3724\/2096-7004.di.2024.0025"}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11402344.pdf?arnumber=11402344","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T07:36:11Z","timestamp":1772868971000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11402344\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11402344","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}