Table 1 The details of the existing agricultural named entity corpora.
Works | Year | Language | Entity Tags | No. of Entities | No. of Instances | No. of Tokens | Objects | Available |
|---|---|---|---|---|---|---|---|---|
Malarkodi et al.24 | 2016 | English | 19 | 11,041 | — | 100,000 | Agriculture | ✗ |
Biswas et al.25 | 2016 | English | 5 | — | — | 171,735 | Agriculture | ✗ |
Li et al.26 | 2017 | Chinese | 3 | — | 74,429 | — | Agriculture | ✗ |
Zhang et al.27 | 2018 | Chinese | 4 | 11,108 | 114,002 | — | Agriculture | ✗ |
Qian et al.28 | 2023 | Chinese | 6 | 8,873 | — | — | Agriculture | ✗ |
Wei et al.29 | 2022 | Chinese | 4 | 29,790 | 37,243 | 1,800,000 | Agriculture | ✗ |
Jiang et al.30 | 2023 | Chinese | 9 | 48,000 | — | — | Agriculture | ✗ |
Chen et al.31 | 2019 | Chinese | 16 | 150,000 | — | — | Agriculture | ✗ |
Shen et al.32 | 2020 | Chinese | 4 | 7,380 | 1,581 | — | Rice | ✗ |
Zhang et al.33 | 2021 | Chinese | 21 | 11,876 | 5,574 | 130,448 | Apple | ✗ |
Liu et al.34 | 2022 | Chinese | 16 | 11,670 | 6,000 | 22,000 | Wheat | ✗ |
Yan L35 | 2021 | Chinese | 10 | 17,671 | 7,828 | 430,000 | Grape | ✗ |
Guo X37 | 2020 | Chinese | 11 | 350,725 | 34,952 | 420,000 | Agricultrue | ✗ |
