metadata
title: Work Translation Explorer
emoji: 🔁
colorFrom: indigo
colorTo: blue
sdk: docker
app_port: 7860
pinned: false
Work Translation Explorer
Interactive explorer for the work-translation repeated LLM back-translation dataset.
By default the app loads data from the Hugging Face dataset repo hoololi/work-translation. Set HF_DATASET_REPO to another dataset repo id if needed.
The app lets users:
- select a French source text;
- compare LLM models or pivot languages;
- navigate returned-to-French translation steps;
- inspect raw translated outputs;
- visualize semantic similarity, vocabulary overlap, surface/edit similarity, and length ratio.
The underlying dataset studies what happens when short French texts are repeatedly translated to a pivot language and back by an LLM using stateless API calls.