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20172026
most citedA Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT

6 citations · 14 across the 11 of their papers we have counts for

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cs.AI2026

Constraint-Based Analysis of Reasoning Shortcuts in Neurosymbolic Learning

Akihiro Takemura, Katsumi Inoue, Masaaki Nishino

Neurosymbolic systems can satisfy logical constraints during learning without achieving the intended concept-label correspondence; this is a problem known as reasoning shortcuts. W…

cs.AI2021★ 3 cited

Differentiable Inductive Logic Programming for Structured Examples

Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto

The differentiable implementation of logic yields a seamless combination of symbolic reasoning and deep neural networks. Recent research, which has developed a differentiable frame…