Efficient Decoding
method
ID: efficientdecoding
Related Papers
Forest Rescoring: Faster Decoding with Integrated Language Models
Efficient decoding has been a fundamental problem in machine translation, especially with an integrated language model which is essential for achieving good translation quality. We develop faster approaches for this …...
Beam-Width Prediction for Efficient Context-Free Parsing
Efficient decoding for syntactic parsing has become a necessary research area as statisti- cal grammars grow in accuracy and size and as more NLP applications leverage syntac- tic analyses. We …...
Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU
AbstractAttentional sequence-to-sequence models have become the new standard for machine translation, but one challenge of such models is a significant increase in training and decoding cost compared to phrase-based systems. …...