We propose a Chinese NER model APD-CA for apple disease and pest corpora, and it improves the recognition effect by incorporating dictionaries and similar words ...

Oct 22, 2024 · The improvement verifies that the proposed model in this paper has performance advantages in named entity recognition in the field of apple ...

Chinese named entity recognition for apple diseases and pests based on character augmentation ... Authors: Jiayu Zhang; Mei Guo; Yaojun Geng; Mei Li; Yongliang ...

Chinese named entity recognition for apple diseases and pests based on character augmentation. Article. Nov 2021; COMPUT ELECTRON AGR. Jiayu Zhang · Mei Guo ...

Jul 12, 2024 · It contains a total of 206,992 entities and 66,553 samples, with over 3 million characters, including 13 categories such as Crop, Disease, Pest, ...

Named entity recognition (NER) is a crucial step in building knowledge graphs for crop diseases and pests. To enhance NER accuracy, we propose a new NER ...

Chinese named entity recognition for apple diseases and pests based on character augmentation. Jiayu Zhang, Mei Guo, Yaojun Geng, Mei Li, Yongliang Zhang ...

Transformer Optimization and Application in Named Entity Recognition of Apple Diseases and Pests[J]. Transactions of the Chinese Society for Agricultural ...

Nov 17, 2022 · Chinese named entity recognition in the field of agriculture aims to recognize the boundaries and categories of agriculture-related entities ...

(2021) Chinese named entity recognition for apple diseases and pests based on character augmentation. Computers and Electronics in Agriculture, 190: 106464 ...