Multitask learning as a question answering

摘要

An approach to natural language processing isA multi-layer encoder for encoding words from a word and a word from a context in parallelA multi-layer decoder for decoding an encoded context and encoded queryBased on the output from the decoderContext from wordWord from questionA pointer generator for generating a distribution for a word and a word wordSwitch and.SwitchDistribution from the context to the first wordDistribution for the second word from the questionThe weight of the distribution for the third word of the vocabulary is generated andDistribution from the context to the first wordDistribution for the second word from the questionBased on the weight of the distribution for the third word of the vocabularyGenerate a composite distributionUsing the composite distributionSelect the word to include in the answer.