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Home/Authors/Giorgio Satta

Giorgio Satta

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

NLP×1AI×1Algorithms×1

Frequent co-authors

Fabio Massimo Zanzotto1×
Federico Ranaldi1×

Research Timeline

2026
Neuro-symbolic Syntactic Parsing: Shaping a Neural Network with the CYK Algorithm

The paper proposes CYKNN, a novel recurrent neural network architecture that directly encodes the CYK parsing algorithm, demonstrating superior performance over large language models on syntactic parsing tasks.

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Papers

cs.CLcs.AIcs.DSRecentMay 29, 2026

Neuro-symbolic Syntactic Parsing: Shaping a Neural Network with the CYK Algorithm

Fabio Massimo Zanzotto, Federico Ranaldi, Giorgio Satta

The paper proposes CYKNN, a novel recurrent neural network architecture that directly encodes the CYK parsing algorithm, demonstrating superior performance over large language models on syntactic pars…

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