Study of agricultural finance policy information extraction based on ELECTRA-BiLSTM-CRF
Publié en ligne: 12 déc. 2022
Pages: 2541 - 2550
Reçu: 11 juil. 2022
Accepté: 19 nov. 2022
© 2023 Airong Yang et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Fig. 1
General framework of information extraction programme for agricultural finance policy. CRF, conditional random fieldFig. 2
Agricultural finance policy information extraction model architecture. CRF, conditional random fieldFig. 3
ELECTRA model structure. MLM, Masked Language ModelFig. 4
Training of different models. CRF, conditional random fieldFig. 5
Testing of different models. CRF, conditional random fieldFig. 6
Evaluation results. CRF, conditional random field