A logical word embedding for learning grammar

Code

• github.com/seandeyo/lge
  OfficialIn papernone★ 1

Abstract

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.

Reproductions