Machine Translation

We propose a multilingual idiom KB (IdiomKB) developed using LLMs to facilitate better idiomatic translation by smaller models by retrieving idioms’ figurative meanings.

We present ACT, an algorithm that enhances non-autoregressive translation (NAT) by improving constraint preservation and translation quality, especially for rare constraints.