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Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

Published in arXiv (Cornell University) • Mar 19, 2024
Authors:
Bo-Ru Lu
,
Nikita Haduong
,
Chien‐Yu Lin

Abstract

Transformer-based NLP models are powerful but have high computational costs that limit deployment. Finetuned encoder-decoder models are popular in specialized domains and can outperform larger more generalized decoder-only models, such as GPT-4. We introduce a new configuration for encoder-decoder m...

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