9 citations · 9 across the 5 of their papers we have counts for
4 papers · 1 filter
GOLD: Geometry Problem Solver with Natural Language Description
Jiaxin Zhang, Yashar Moshfeghi
Addressing the challenge of automated geometry math problem-solving in artificial intelligence (AI) involves understanding multi-modal information and mathematics. Current methods…
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving
Jiaxin Zhang, Zhongzhi Li, Mingliang Zhang +3
Recent advancements in large language models (LLMs) and multi-modal models (MMs) have demonstrated their remarkable capabilities in problem-solving. Yet, their proficiency in tackl…
GAPS: Geometry-Aware Problem Solver
Jiaxin Zhang, Yinghui Jiang, Yashar Moshfeghi
Geometry problem solving presents a formidable challenge within the NLP community. Existing approaches often rely on models designed for solving math word problems, neglecting the…
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler
Jiaxin Zhang, Yashar Moshfeghi
Numerical reasoning over text is a challenging task of Artificial Intelligence (AI), requiring reading comprehension and numerical reasoning abilities. Previous approaches use nume…