Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies

Kaifu Wang, Efthymia Tsamoura, Dan Roth

We study one of the most popular problems in **neurosymbolic learning** (NSL), that of learning neural classifiers given only the result of applying a symbolic component $\sigma$ to the…