基于语义融合与模型蒸馏的农业实体识别

李亮德, 王秀娟, 康孟珍, 华净, 樊梦涵

Agricultural Named Entity Recognition Based on Semantic Aggregation and Model Distillation

Liangde LI, Xiujuan WANG, Mengzhen KANG, Jing HUA, Menghan FAN

表3 学生模型与教师模型macro-F1对比

Table 3 Comparison of macro-F1 with teacher model and student model

模型 数据一 数据二 数据三 BiLSTM+CRF 0.8420 0.8027 0.8872 Teacher Model 0.9360 0.9549 0.9237 Student Model 0.8730 0.8436 0.9154