Zero-Shot Machine Translation

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (8 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation
  11 Mar 2023 2 repositories listed
  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…
• Consistency by Agreement in Zero-shot Neural Machine Translation
  4 Apr 2019 2 repositories listed
  Generalization and reliability of multilingual translation often highly depend on the amount of available parallel data for each language pair of interest.
• Prompt Refinement with Image Pivot for Text-to-Image Generation
  28 Jun 2024 1 repository listed
  Such a prompt refinement process is analogous to translating the prompt from "user languages" into "system languages".