sillsdev / sillsdev/silnlp

NMT word graph suggestions

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research
Dominant language
Python
Stars
39
Forks
7
Avg merge
1d 9h
Merged PRs (30d)
5

Description

Add capability to create word graphs by tying into the hugging face BEAM search. These word graphs are then available in batch as pretranslated suggestions.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the NMT pipeline and the batch pretranslation entry point, then identify where Hugging Face beam search is integrated. Determine how word graphs should be represented and exposed as pretranslated suggestions, and define tests that verify graph creation and batch availability.

Written by the indexing model from the issue text.

Assessment

Tech stack
huggingface, python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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