arXiv Open Access 2023

A logical word embedding for learning grammar

Sean Deyo Veit Elser

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Abstrak

We introduce the logical grammar emdebbing (LGE), a model inspired by pregroup grammars and categorial grammars to enable unsupervised inference of lexical categories and syntactic rules from a corpus of text. LGE produces comprehensible output summarizing its inferences, has a completely transparent process for producing novel sentences, and can learn from as few as a hundred sentences.

Topik & Kata Kunci

cs.CL

Penulis (2)

Sean Deyo

Veit Elser

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Deyo, S., Elser, V. (2023). A logical word embedding for learning grammar. https://arxiv.org/abs/2304.14590

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Informasi Jurnal

Tahun Terbit: 2023
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓