Zero-Shot Machine Translation

3 papers with code • 0 benchmarks • 2 datasets

Translate text or speech from one language to another without supervision.

Most implemented papers

Consistency by Agreement in Zero-shot Neural Machine Translation

google-research/language NAACL 2019

Generalization and reliability of multilingual translation often highly depend on the amount of available parallel data for each language pair of interest.

ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation

yangbang18/zeronlg 11 Mar 2023

We present the results of extensive experiments on twelve NLG tasks, showing that, without using any labeled downstream pairs for training, ZeroNLG generates high-quality and believable outputs and significantly outperforms existing zero-shot methods.

Prompt Refinement with Image Pivot for Text-to-Image Generation

jingtaozhan/promptreformulate 28 Jun 2024

Such a prompt refinement process is analogous to translating the prompt from "user languages" into "system languages".