Author(s): Aditya Sharma, University of Southern Mississippi (First Author, Presenting Author) Md Ubayeid Ullah, University of Alabama Jiaqi Gong, University of Alabama Steven Burian, Cooperative Institute for Research to Operations in Hydrology (CIROH), Alabama Water Institute, The University of Alabama, Tuscaloosa, AL Travis Loof, The University of Alabama
Scientists in fields like hydrology need accurate, detailed answers—not the kind of vague or incorrect responses LLMs often give. We created an AI system that reads research documents, builds smart maps of the knowledge inside, and then answers questions and we demonstrated the system using a body of documents from CIROH, showing that we can get better answers than GPT-4. It can even point out where research is missing or incomplete.
