Georgios Paraskevopoulos

Knowledge Knows, Verbalization Tells: Disentangling Latent Directions for Mathematical Solvability in LLMs

Nikolaos Xiros, Maria-Eleni Zoumpoulidi, Georgios Paraskevopoulos

Although LLMs have made significant progress in mathematical reasoning, determining whether a mathematical problem is solvable remains a fundamental yet challenging capability. While recent studies have probed internal representations of model solvability beliefs, verbalization h…Read more