MECHANISMS TO IMPROVE INTEGRATIVE RESEARCH AT THE SCIENCE-POLICY INTERFACE FOR SUSTAINABLE CATCHMENT MANAGEMENT

Mechanisms to Improve Integrative Research at the Science-Policy Interface for Sustainable Catchment Management

Greater integration between researchers and policy makers is required to Plush Toys provide an evidence base that is transparent, integrated, and adaptive to support the complexities of sustainable catchment management.Opening-up and closing-down mechanisms are equally important in creating and establishing such an evidence base.We provide examples

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Improving Low-Resource Chinese Named Entity Recognition Using Bidirectional Encoder Representation from Transformers and Lexicon Adapter

Due to their individual advantages, the integration of lexicon information and pre-trained models like BERT has been widely adopted in Chinese sequence labeling tasks.However, given their high demand for training data, efforts have been made to enhance their performance in low-resource scenarios.Currently, certain specialized domains, such as agric

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Building a best-in-class automated de-identification tool for electronic health records through ensemble learning

Summary: The presence of personally identifiable information (PII) in natural language portions of electronic health records (EHRs) constrains their broad reuse.Despite continuous improvements in automated detection of PII, residual identifiers require manual validation and correction.Here, we describe an automated de-identification system that emp

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