Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287646082> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4287646082 abstract "Large Transformer models have achieved state-of-the-art results in neural machine translation and have become standard in the field. In this work, we look for the optimal combination of known techniques to optimize inference speed without sacrificing translation quality. We conduct an empirical study that stacks various approaches and demonstrates that combination of replacing decoder self-attention with simplified recurrent units, adopting a deep encoder and a shallow decoder architecture and multi-head attention pruning can achieve up to 109% and 84% speedup on CPU and GPU respectively and reduce the number of parameters by 25% while maintaining the same translation quality in terms of BLEU." @default.
- W4287646082 created "2022-07-25" @default.
- W4287646082 creator A5021289729 @default.
- W4287646082 creator A5036703722 @default.
- W4287646082 creator A5056712518 @default.
- W4287646082 creator A5046661947 @default.
- W4287646082 date "2020-10-05" @default.
- W4287646082 modified "2023-10-16" @default.
- W4287646082 title "Efficient Inference For Neural Machine Translation" @default.
- W4287646082 doi "https://doi.org/10.48550/arxiv.2010.02416" @default.
- W4287646082 hasPublicationYear "2020" @default.
- W4287646082 type Work @default.
- W4287646082 citedByCount "0" @default.
- W4287646082 crossrefType "posted-content" @default.
- W4287646082 hasAuthorship W4287646082A5021289729 @default.
- W4287646082 hasAuthorship W4287646082A5036703722 @default.
- W4287646082 hasAuthorship W4287646082A5046661947 @default.
- W4287646082 hasAuthorship W4287646082A5056712518 @default.
- W4287646082 hasBestOaLocation W42876460821 @default.
- W4287646082 hasConcept C104317684 @default.
- W4287646082 hasConcept C105580179 @default.
- W4287646082 hasConcept C108010975 @default.
- W4287646082 hasConcept C111919701 @default.
- W4287646082 hasConcept C113775141 @default.
- W4287646082 hasConcept C118505674 @default.
- W4287646082 hasConcept C119857082 @default.
- W4287646082 hasConcept C121332964 @default.
- W4287646082 hasConcept C149364088 @default.
- W4287646082 hasConcept C154945302 @default.
- W4287646082 hasConcept C165801399 @default.
- W4287646082 hasConcept C173608175 @default.
- W4287646082 hasConcept C185592680 @default.
- W4287646082 hasConcept C203005215 @default.
- W4287646082 hasConcept C2776214188 @default.
- W4287646082 hasConcept C41008148 @default.
- W4287646082 hasConcept C50644808 @default.
- W4287646082 hasConcept C55493867 @default.
- W4287646082 hasConcept C62520636 @default.
- W4287646082 hasConcept C6557445 @default.
- W4287646082 hasConcept C66322947 @default.
- W4287646082 hasConcept C68339613 @default.
- W4287646082 hasConcept C86803240 @default.
- W4287646082 hasConceptScore W4287646082C104317684 @default.
- W4287646082 hasConceptScore W4287646082C105580179 @default.
- W4287646082 hasConceptScore W4287646082C108010975 @default.
- W4287646082 hasConceptScore W4287646082C111919701 @default.
- W4287646082 hasConceptScore W4287646082C113775141 @default.
- W4287646082 hasConceptScore W4287646082C118505674 @default.
- W4287646082 hasConceptScore W4287646082C119857082 @default.
- W4287646082 hasConceptScore W4287646082C121332964 @default.
- W4287646082 hasConceptScore W4287646082C149364088 @default.
- W4287646082 hasConceptScore W4287646082C154945302 @default.
- W4287646082 hasConceptScore W4287646082C165801399 @default.
- W4287646082 hasConceptScore W4287646082C173608175 @default.
- W4287646082 hasConceptScore W4287646082C185592680 @default.
- W4287646082 hasConceptScore W4287646082C203005215 @default.
- W4287646082 hasConceptScore W4287646082C2776214188 @default.
- W4287646082 hasConceptScore W4287646082C41008148 @default.
- W4287646082 hasConceptScore W4287646082C50644808 @default.
- W4287646082 hasConceptScore W4287646082C55493867 @default.
- W4287646082 hasConceptScore W4287646082C62520636 @default.
- W4287646082 hasConceptScore W4287646082C6557445 @default.
- W4287646082 hasConceptScore W4287646082C66322947 @default.
- W4287646082 hasConceptScore W4287646082C68339613 @default.
- W4287646082 hasConceptScore W4287646082C86803240 @default.
- W4287646082 hasLocation W42876460821 @default.
- W4287646082 hasOpenAccess W4287646082 @default.
- W4287646082 hasPrimaryLocation W42876460821 @default.
- W4287646082 hasRelatedWork W11589964 @default.
- W4287646082 hasRelatedWork W3370582 @default.
- W4287646082 hasRelatedWork W3939803 @default.
- W4287646082 hasRelatedWork W449952 @default.
- W4287646082 hasRelatedWork W4707553 @default.
- W4287646082 hasRelatedWork W5983547 @default.
- W4287646082 hasRelatedWork W67111 @default.
- W4287646082 hasRelatedWork W8021486 @default.
- W4287646082 hasRelatedWork W8595301 @default.
- W4287646082 hasRelatedWork W8671328 @default.
- W4287646082 isParatext "false" @default.
- W4287646082 isRetracted "false" @default.
- W4287646082 workType "article" @default.