2 papers
cs.CL2026
Agri-Query: A Case Study on RAG vs. Long-Context LLMs for Cross-Lingual Technical Question Answering
Julius Gun, Timo Oksanen
We present a case study evaluating large language models (LLMs) with 128K-token context windows on a technical question answering (QA) task. Our benchmark is built on a user manual…
cs.NI2026
ISO FastLane: Faster ISO 11783 with Dual Stack Approach as a Short Term Solution
Timo Oksanen
The agricultural industry has been searching for a high-speed successor to the 250~kbit/s CAN bus backbone of ISO~11783 (ISOBUS) for over a decade, yet no protocol-level solution h…