RNN-based Encoder-decoder Approach with Word Frequency Estimation

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Summary

This paper tackles the reduction of redundant repeating generation that is often observed in RNN-based encoder-decoder models by jointly estimate the upper-bound frequency of each target vocabulary in the encoder and control the output words based on the estimation in the decoder.

Type
article
Published
2017-01-01
Cited by
13
References
29
Access
Open access

Keywords

Encoder, Computer science, Automatic summarization, Benchmark (surveying), Speech recognition

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