"neurosymbolic learning" Papers

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CTSketch: Compositional Tensor Sketching for Scalable Neurosymbolic Learning

Seewon Choi, Alaia Solko-Breslin, Rajeev Alur et al.

NEURIPS 2025arXiv:2503.24123
1
citations

Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies

Efthymia Tsamoura, Kaifu Wang, Dan Roth

NEURIPS 2025arXiv:2407.10000
1
citations

WALL-E: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents

Siyu Zhou, Tianyi Zhou, Yijun Yang et al.

NEURIPS 2025
4
citations

On the Independence Assumption in Neurosymbolic Learning

Emile van Krieken, Pasquale Minervini, Edoardo Ponti et al.

ICML 2024arXiv:2404.08458
18
citations