Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tan, Zhao, Zhao, Yiji, Wang, Shiyu, Xu, Chang, Liang, Yuxuan, Liu, Xiping, Pan, Shirui, Jin, Ming
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Computation and Language Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hybrid Querying Over Relational Databases and Large Language Models
by: Zhao, Fuheng, et al.
Published: (2024)

EPI-SQL: Enhancing Text-to-SQL Translation with Error-Prevention Instructions
by: Liu, Xiping, et al.
Published: (2024)

KeyInst: Keyword Instruction for Improving SQL Formulation in Text-to-SQL
by: Liu, Xiping, et al.
Published: (2024)

DBCopilot: Natural Language Querying over Massive Databases via Schema Routing
by: Wang, Tianshu, et al.
Published: (2023)

Can Large Language Models Be Query Optimizer for Relational Databases?
by: Tan, Jie, et al.
Published: (2025)

Natural Language Querying System Through Entity Enrichment
by: Amavi, Joshua, et al.
Published: (2024)

Toward Multi-Database Query Reasoning for Text2Cypher
by: Ozsoy, Makbule Gulcin
Published: (2026)

Entity-Aware and Secure Query Optimization in Database Using Named Entity Recognition
by: Sultana, Azrin, et al.
Published: (2026)

An Extensible and Verifiable Language for Query Rewrite Rules
by: Pan, Sicheng, et al.
Published: (2026)

Synthesizing Document Database Queries using Collection Abstractions
by: Liu, Qikang, et al.
Published: (2024)

NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language
by: Liang, Yuanyuan, et al.
Published: (2024)

NL2KQL: From Natural Language to Kusto Query
by: Tang, Xinye, et al.
Published: (2024)

Natural Language Interaction with Databases on Edge Devices in the Internet of Battlefield Things
by: Molek, Christopher D., et al.
Published: (2025)

Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study
by: Wu, Yang, et al.
Published: (2024)

NL4ST: A Natural Language Query Tool for Spatio-Temporal Databases
by: Wang, Xieyang, et al.
Published: (2026)

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL
by: Liang, Yuanyuan, et al.
Published: (2024)

Relational Database Augmented Large Language Model
by: Qin, Zongyue, et al.
Published: (2024)

VeriEQL: Bounded Equivalence Verification for Complex SQL Queries with Integrity Constraints
by: He, Yang, et al.
Published: (2024)

Zero-Knowledge Verifiable Graph Query Evaluation via Expansion-Centric Operator Decomposition
by: Wu, Hao, et al.
Published: (2025)

OsmT: Bridging OpenStreetMap Queries and Natural Language with Open-source Tag-aware Language Models
by: Wan, Zhuoyue, et al.
Published: (2025)

Natural Language Interfaces for Spatial and Temporal Databases: A Comprehensive Overview of Methods, Taxonomy, and Future Directions
by: Acharja, Samya, et al.
Published: (2026)

Multi-turn Natural Language to Graph Query Language Translation
by: Liang, Yuanyuan, et al.
Published: (2025)

MCTS-SQL: Light-Weight LLMs can Master the Text-to-SQL through Monte Carlo Tree Search
by: Yuan, Shuozhi, et al.
Published: (2025)

Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata
by: Poliakov, Mykhailo, et al.
Published: (2024)

UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning
by: Liang, Zhiyu, et al.
Published: (2023)

CuTS: Customizable Tabular Synthetic Data Generation
by: Vero, Mark, et al.
Published: (2023)

EventTSF: Event-Aware Non-Stationary Time Series Forecasting
by: Ge, Yunfeng, et al.
Published: (2025)

ContextCache: Context-Aware Semantic Cache for Multi-Turn Queries in Large Language Models
by: Yan, Jianxin, et al.
Published: (2025)

Skeletons Matter: Dynamic Data Augmentation for Text-to-Query
by: Ji, Yuchen, et al.
Published: (2025)

Adaptive Recursive Query Optimization
by: Herlihy, Anna, et al.
Published: (2023)

Querying Graph-Relational Data
by: Sullivan, Michael J., et al.
Published: (2025)

On the Expressiveness of Languages for Querying Property Graphs in Relational Databases
by: Rotschield, Hadar, et al.
Published: (2025)

Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration
by: Sun, Linzhuang, et al.
Published: (2025)

Are We Asking the Right Questions? On Ambiguity in Natural Language Queries for Tabular Data Analysis
by: Gomm, Daniel, et al.
Published: (2025)

Static Type Checking for Database Access Code
by: Kirz, Thomas James, et al.
Published: (2026)

Explaining Black-box Language Models with Knowledge Probing Systems: A Post-hoc Explanation Perspective
by: Zhao, Yunxiao, et al.
Published: (2025)

LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency
by: Li, Zhaodonghui, et al.
Published: (2024)

Graph Query Generation with Constraint-guided Large Language Agents
by: Wang, Mengying, et al.
Published: (2026)

Raqlet: Cross-Paradigm Compilation for Recursive Queries
by: Shaikhha, Amir, et al.
Published: (2025)

Can Language Models Enable In-Context Database?
by: Pan, Yu, et al.
Published: (2024)