R. L. de S. Santos

Addressing the Reliability and Security of LLMs usage with an Integrated Information Science and NLP Architecture

This research addresses organizational data transformation by integrating Information Science (IS) and Natural Language Processing (NLP).We argue that Large Language Model (LLM) failures in data interaction tasks (instantiated via text-to-sql), such as hallucinations, stem from applications detached from information go...