Generating executable structured queries for OpenStreetMap (OSM) from natural language remains a challenging task due to the rigid syntax of OverpassQL and the steep learning curve it presents to end-users. While steering Large Language Models (LLMs) via
demonstration contexts
offers a promising solution, existing...
Zhuoyue Wan, Wentao Hu, Hwanhee Kim et al.· Proceedings of the ACM on Ma...· 0 citations
QueryCraft is an interactive MongoDB interface for non-relational NoSQL document databases through which users ask natural language questions, inspect generated aggregation pipelines, and execute queries without manually writing MongoDB code. The interface includes a nested schema browser, an inspectable program view,...
Jin-Wei Lu, Zhi-Qian Qin, C. Zhang et al.· Proceedings of the VLDB Endo...· 0 citations
This work introduces the Text-to-Flux task and proposes FluxEngine, a novel automated pipeline for dataset construction, and provides the essential infrastructure to foster future research in NLI for TSDBs.
Xuefeng Wu, Yuan-Feng Song, Jia-Wei Wen et al.· Proceedings of the 32nd ACM...· 1 citation
The proliferation of IoT and real-time monitoring has established Time-Series Databases (TSDBs) like InfluxDB as critical infrastructure. However, their functional query languages (e.g., Flux) present a steep learning curve, hindering data accessibility for non-experts. While Natural Language Interfaces (NLIs) offer a...
Xuefeng Wu, Yuanfeng Song, Jiawei Wen et al.· Proceedings of the 32nd ACM...· 0 citations
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