agricultural extension 1human-in-the-loop 1large language models 1policy alignment 1retrieval-augmented generation 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.MA2026
Pezego-HITL: A policy-grounded large language model architecture for agricultural extension in Ghana
Shunbao Li, Zhipeng Yuan, Amoako Ofori +5
The paper presents Pezego-HITL, a policy‑grounded large language model system for agricultural extension in Ghana, and introduces the P‑EVAL framework to evaluate safety, usefulnes…
cs.LG2025
KG-FGNN: Knowledge-guided GNN Foundation Model for Fertilisation-oriented Soil GHG Flux Prediction
Yu Zhang, Gaoshan Bi, Simon Jeffery +4
Precision soil greenhouse gas (GHG) flux prediction is essential in agricultural systems for assessing environmental impacts, developing emission mitigation strategies and promotin…