A hybrid approach to advanced NER techniques for AI-driven water and agricultural resource management

A hybrid approach to advanced NER techniques for AI-driven water and agricultural resource management

IntroductionNamed Entity Recognition (NER) plays a crucial role in extracting valuable insights from unstructured text in specialized domains like agriculture and water resource management. These fields face challenges such as complex terminologies, heterogeneous data distributions, data scarcity, a...

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Bibliographic Details
Main Authors: Dong Yan, Ming Lei, Yingying Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Environmental Science
Subjects:
named entity recognition
adaptive neural framework
resource management
scalability
AI-driven solutions
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2025.1558317/full
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