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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,...
The Dual-Channel Semantics-Enhanced Network (DCSENet) is proposed, a novel dual-channel framework that explicitly incorporates context-rich clinical narratives knowledge and introduces an attention-map-based knowledge distillation mechanism that efficiently transfers semantic knowledge from the LMs into an identifier-b...
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.
The Spherical Physics-informed Neural Operator is proposed, which utilizes a Spherical Laplacian Decomposition to partition atmospheric fields into hierarchical frequency components, maintaining exact point-wise correspondence across scales.
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...
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