Reference-aware language models

We propose a general class of language models that treat reference as an explicit stochastic latent variable. This architecture allows models to create mentions of entities and their attributes by accessing external databases (required by, e.g., dialogue generation and recipe generation) and interna...

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Bibliographic Details
Main Authors: Yang, Z, Blunsom, P, Dyer, C, Ling, W
Format: Conference item
Published: Association for Computational Linguistics 2017