2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
ACL 2025finding
The field of neural machine translation (NMT) has changed with the advent of large language models (LLMs). Much of the recent emphasis in natural language processing (NLP) has been on modeling machine translation and many other problems using a single pre-trained Transformer decoder, while encoder-d…