With the development of smart agriculture. automatic question and answer (Q&A) of agricultural knowledge is needed to improve the efficiency of agricultural information acquisition. Agriculture named entity recognition plays a key role in automatic Q&A system. which helps obtaining information. https://www.socialstudiesscholar.com/