2016 MemoryNetworksforLanguageUnders

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Subject Headings: Memory Networks.

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Abstract

There has been a recent resurgence in interest in the use of the combination of reasoning, attention and memory for solving tasks, particularly in the field of language understanding. I will review some of these recent efforts, as well as focusing on one of my own group's contributions, memory networks, an architecture that we have applied to question answering, language modeling and general dialog. As we try to move towards the goal of true language understanding, I will also discuss recent datasets and tests that have been built to assess these models abilities to see how far we have come.

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 AuthorvolumeDate ValuetitletypejournaltitleUrldoinoteyear
2016 MemoryNetworksforLanguageUndersJason WestonMemory Networks for Language Understanding