{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T11:28:07Z","timestamp":1779103687515,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":13,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,6,22]]},"DOI":"10.1145\/3722212.3725130","type":"proceedings-article","created":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T09:01:44Z","timestamp":1750150904000},"page":"11-14","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["ScaleLLM: A Technique for Scalable LLM-augmented Data Systems"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-7889-1082","authenticated-orcid":false,"given":"Ashwin","family":"Alaparthi","sequence":"first","affiliation":[{"name":"University of Pennsylvania, Philadelphia, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-0640-2645","authenticated-orcid":false,"given":"Paul","family":"Loh","sequence":"additional","affiliation":[{"name":"University of Pennsylvania, Philadelphia, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1279-1124","authenticated-orcid":false,"given":"Ryan","family":"Marcus","sequence":"additional","affiliation":[{"name":"University of Pennsylvania, Philadelphia, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,6,22]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1989323.1989331"},{"key":"e_1_3_2_1_2_1","unstructured":"Dongfu Jiang et al. 2023. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion. arxiv: 2306.02561 [cs.CL] https:\/\/arxiv.org\/abs\/2306.02561"},{"key":"e_1_3_2_1_3_1","volume-title":"Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics","volume":"2","author":"Armand","unstructured":"Armand Joulin et al. 2017. Bag of Tricks for Efficient Text Classification. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers. Association for Computational Linguistics, 427--431."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.eacl-main.257"},{"key":"e_1_3_2_1_5_1","unstructured":"Chunwei Liu et al. 2024a. A Declarative System for Optimizing AI Workloads. arxiv: 2405.14696 [cs.CL]"},{"key":"e_1_3_2_1_6_1","volume-title":"SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models. arxiv: 2311.09818 [cs.CL] https:\/\/arxiv.org\/abs\/2311.09818","author":"Shicheng Liu","year":"2024","unstructured":"Shicheng Liu et al. 2024b. SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models. arxiv: 2311.09818 [cs.CL] https:\/\/arxiv.org\/abs\/2311.09818"},{"key":"e_1_3_2_1_7_1","volume-title":"Semantic Operators: A Declarative Model for Rich, AI-based Analytics Over Text Data. arxiv: 2407.11418 [cs.DB] https:\/\/arxiv.org\/abs\/2407.11418","author":"Liana Patel","year":"2024","unstructured":"Liana Patel et al. 2024. Semantic Operators: A Declarative Model for Rich, AI-based Analytics Over Text Data. arxiv: 2407.11418 [cs.DB] https:\/\/arxiv.org\/abs\/2407.11418"},{"key":"e_1_3_2_1_8_1","unstructured":"Mohammed Saeed et al. 2023. Querying Large Language Models with SQL. arxiv: 2304.00472 [cs.DB] https:\/\/arxiv.org\/abs\/2304.00472"},{"key":"e_1_3_2_1_9_1","volume-title":"Accessed","author":"Abirami Sukumaran","year":"2023","unstructured":"Abirami Sukumaran. 2023. SQL-only LLM for text generation using Vertex AI model in BigQuery. https:\/\/cloud.google.com\/blog\/products\/ai-machine-learning\/llm-with-vertex-ai-only-using-sql-queries-in-bigquery. Accessed: January 25, 2025."},{"key":"e_1_3_2_1_10_1","unstructured":"Marek Wydmuch et al. 2024. Tackling prediction tasks in relational databases with LLMs. arxiv: 2411.11829 [cs.LG] https:\/\/arxiv.org\/abs\/2411.11829"},{"key":"e_1_3_2_1_11_1","volume-title":"Proceedings of the 13th International Workshop on Semantic Evaluation. 75--86","author":"Marcos","unstructured":"Marcos Zampieri et al. 2019. SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval). In Proceedings of the 13th International Workshop on Semantic Evaluation. 75--86."},{"key":"e_1_3_2_1_12_1","unstructured":"Xiang Zhang et al. 2015. Character-level Convolutional Networks for Text Classification. CoRR Vol. abs\/1509.01626 (2015). [arXiv]1509.01626 http:\/\/arxiv.org\/abs\/1509.01626"},{"key":"e_1_3_2_1_13_1","unstructured":"Fuheng Zhao et al. 2024. Hybrid Querying Over Relational Databases and Large Language Models. arxiv: 2408.00884 [cs.DB] https:\/\/arxiv.org\/abs\/2408.00884"}],"event":{"name":"SIGMOD\/PODS '25: International Conference on Management of Data","location":"Berlin Germany","acronym":"SIGMOD\/PODS '25","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"]},"container-title":["Companion of the 2025 International Conference on Management of Data"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3722212.3725130","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T22:38:11Z","timestamp":1757543891000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3722212.3725130"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,22]]},"references-count":13,"alternative-id":["10.1145\/3722212.3725130","10.1145\/3722212"],"URL":"https:\/\/doi.org\/10.1145\/3722212.3725130","relation":{},"subject":[],"published":{"date-parts":[[2025,6,22]]},"assertion":[{"value":"2025-06-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}