Geometry Problem

Geometry problem solving (GPS) in artificial intelligence focuses on developing systems capable of understanding and solving geometric problems presented in both textual and visual formats. Current research emphasizes the development of neural-symbolic models that integrate diagram parsing, multi-modal reasoning (often leveraging large language models and graph neural networks), and knowledge verification to improve accuracy and explainability. These advancements aim to create more robust and reliable automated solvers for geometric problems, with potential applications in areas such as automated theorem proving, educational technology, and engineering design optimization.