Automated recognition of agricultural entities (such as crops, pests, diseases, and chemicals) in WhatsApp and Telegram messages among plant doctors, enabling new ways to surface emerging trends and improve science-based guidance for smallholder farmers.

Approaches include: Natural language processing (NLP), named-entity recognition (NER), fuzzy matching, human-in-the-loop data annotation