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        <title>Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar</title>
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        <namePart type="given">Jinman</namePart>
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    <abstract>The inside-outside algorithm is widely utilized in statistical models related to context-free grammars. It plays a key role in the EM estimation of probabilistic context-free grammars. In this work, we introduce an inside-outside algorithm for Probabilistic Lambek Categorical Grammar (PLCG)</abstract>
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%0 Conference Proceedings
%T Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar
%A Zhao, Jinman
%A Penn, Gerald
%Y Rambow, Owen
%Y Wanner, Leo
%Y Apidianaki, Marianna
%Y Al-Khalifa, Hend
%Y Eugenio, Barbara Di
%Y Schockaert, Steven
%S Proceedings of the 31st International Conference on Computational Linguistics
%D 2025
%8 January
%I Association for Computational Linguistics
%C Abu Dhabi, UAE
%F zhao-penn-2025-inside
%X The inside-outside algorithm is widely utilized in statistical models related to context-free grammars. It plays a key role in the EM estimation of probabilistic context-free grammars. In this work, we introduce an inside-outside algorithm for Probabilistic Lambek Categorical Grammar (PLCG)
%U https://aclanthology.org/2025.coling-main.553/
%P 8295-8303

Markdown (Informal)

[Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar](https://aclanthology.org/2025.coling-main.553/) (Zhao & Penn, COLING 2025)

• Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar (Zhao & Penn, COLING 2025)

ACL

• Jinman Zhao and Gerald Penn. 2025. Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar. In Proceedings of the 31st International Conference on Computational Linguistics, pages 8295–8303, Abu Dhabi, UAE. Association for Computational Linguistics.