Gaussian Mixture Latent Vector Grammars

ACL 2018 Yanpeng ZhaoLiwen ZhangKewei Tu

We introduce Latent Vector Grammars (LVeGs), a new framework that extends latent variable grammars such that each nonterminal symbol is associated with a continuous vector space representing the set of (infinitely many) subtypes of the nonterminal. We show that previous models such as latent variable grammars and compositional vector grammars can be interpreted as special cases of LVeGs... (read more)

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