Deliberation Networks: Sequence Generation Beyond One-Pass Decoding

The encoder-decoder framework has achieved promising progress for many sequence generation tasks, including machine translation, text summarization, dialog system, image captioning, etc. Such a framework adopts an one-pass forward process while decoding and generating a sequence, but lacks the deliberation process: A generated sequence is directly used as… CONTINUE READING

5 Figures & Tables

Topics

Statistics

0204020172018
Citations per Year

Citation Velocity: 14

Averaging 14 citations per year over the last 2 years.

Learn more about how we calculate this metric in our FAQ.