no code implementations • 25 Nov 2023 • Zhong-Zhi Li, Ming-Liang Zhang, Fei Yin, Cheng-Lin Liu
Existing neural solvers take GPS as a vision-language task but are short in the representation of geometry diagrams that carry rich and complex layout information.
1 code implementation • 22 Feb 2023 • Ming-Liang Zhang, Fei Yin, Cheng-Lin Liu
Geometry problem solving (GPS) is a high-level mathematical reasoning requiring the capacities of multi-modal fusion and geometric knowledge application.
Ranked #1 on Mathematical Reasoning on PGPS9K
1 code implementation • 19 May 2022 • Ming-Liang Zhang, Fei Yin, Yi-Han Hao, Cheng-Lin Liu
Geometry diagram parsing plays a key role in geometry problem solving, wherein the primitive extraction and relation parsing remain challenging due to the complex layout and between-primitive relationship.
Ranked #1 on Scene Parsing on PGDP5K