Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies

Z Ning, Y Tian, Z Zhang, T Zhang, TJJ Li - ACM Transactions on …, 2024 - dl.acm.org
Querying structured databases with natural language (NL2SQL) has remained a difficult
problem for years. Recently, the advancement of machine learning (ML), natural language …

NALSpatial: A Natural Language Interface for Spatial Databases

M Liu, X Wang, J Xu, H Lu… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Spatial databases play a vital role in a number of applications ranging from geographic
information systems to location-based services. Application tasks typically access underlying …

NALSpatial: An Effective Natural Language Transformation Framework for Queries over Spatial Data

M Liu, X Wang, J Xu, H Lu - Proceedings of the 31st ACM International …, 2023 - dl.acm.org
Spatial databases play a vital role in many applications that access spatial data via
appropriate queries. However, most application users lack the expertise necessary for …

Preserving Context Continuity During Modality Transitions in Conversational Agents Using Neural Network Architectures

JI DeBruyn - 2024 - search.proquest.com
Abstract his study explored the role of artificial intelligence (AI)-powered conversational
agents in human-computer interaction, particularly in the post-coronavirus (COVID-19) era …

NLITS: A Natural Language Interface for Time Series Databases

Y Lin, J Xu, X Wang, Y Zhang - Asia-Pacific Web (APWeb) and Web-Age …, 2024 - Springer
Time series data has become an important part of many fields. The management of time
series data is becoming increasingly important due to the growing demand for applications …