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Home/Authors/Franz Nowak

Franz Nowak

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Formal Lang.×1NLP×1ML×1

Frequent co-authors

Ryan Cotterell1×
Reda Boumasmoud1×

Research Timeline

2026
An Algebraic View of the Expressivity of Recurrent Language Models

The paper provides a unified algebraic framework to determine the formal language expressivity of recurrent neural language models, resolving conflicts in existing literature by linking expressivity to algebraic properties of the network's structure.

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Papers

cs.FLcs.CLcs.LGRecentJun 1, 2026

An Algebraic View of the Expressivity of Recurrent Language Models

Franz Nowak, Ryan Cotterell, Reda Boumasmoud

The paper provides a unified algebraic framework to determine the formal language expressivity of recurrent neural language models, resolving conflicts in existing literature by linking expressivity t…

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