Andrew McCracken

Retrieval-grounded multilingual LLM assistance for island smallholder farmers

2026 · Open Research Europe

<ns5:p> Background Smallholder farmers on remote, depopulating islands have limited access to advisory services, and their locally specific agronomic knowledge, often expressed in regional dialect, is poorly represented in the corpora on which large language …