Webpages tagged with «Knowledge representation»

Three equivalent statements about penguins being birds, written in everyday language and formal notation, are sent to an LLM for true or false answers. The answers are compared to build a reliability scorecard.
Published Sep. 25, 2026 12:52 PM

Small changes in wording can lead a large language model (LLM) to give different answers to the same question. In this project, you will build a tool to compare different phrasings and find out which ones give accurate, consistent answers.

Diagram comparing two possible matches for Computer mouse, an input device: Mouse device, a computer peripheral, and Mouse, an animal. The surrounding concepts help identify the ambiguous match for an LLM check.
Published Sep. 25, 2026 12:51 PM

Large language models can help check uncertain matches between knowledge bases, but each check takes time and computing resources. In this project, you will build a program that uses clues from ontologies to decide which matches should be checked first.

Published Mar. 22, 2017 1:52 PM