22 citations · 28 across the 5 of their papers we have counts for
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cs.LG2026
Accurate prediction is not profitable advice: profit-based evaluation of machine learning nitrogen recommendations in winter wheat
Xulong Wang, Po Yang
Nitrogen rates for winter wheat are set before the season, under unknown prices and weather. The standard UK advice does not respond to prices, yet recent price swings moved the mo…
cs.MA2026
Pezego-HITL: A policy-grounded large language model architecture for agricultural extension in Ghana
Shunbao Li, Zhipeng Yuan, Amoako Ofori +5
Large language models are increasingly deployed in agricultural decision-support settings, yet high-stakes crop protection in smallholder agriculture requires more than output-qual…