BEYOND EXTRACTION ACCURACY: ADDRESSING THE QUALITY OF GEOGRAPHICAL NAMED ENTITY THROUGH ADVANCED RECOGNITION AND CORRECTION MODELS USING A MODIFIED BERT FRAMEWORK

Beyond extraction accuracy: addressing the quality of geographical named entity through advanced recognition and correction models using a modified BERT framework

In the realm of geospatial services and applications, the accuracy of address information is of utmost importance.Traditional methods of data collection, being both labor-intensive and costly, have prompted researchers to turn to Volunteered Geographic Information (VGI) for the extraction of Geographical Named Entity (GNE).Notwithstanding, prior st

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