Feature request: Word level scores
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- Dominant language
- C++
- Stars
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- Forks
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- Avg merge
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- Merged PRs (30d)
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Description
Hi, currently the decoder produces sentence level scores, instead of just outputting the average another option would be produce the score of each word/token.
Beam search might be a harder task to calculate a meaningful individual score, but for greedy I am assuming its just a matter of not averaging the scores together, please correct me if I'm wrong.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
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Research direction
Start by tracing the decoder's current sentence-level score calculation and the output path for greedy decoding and beam search. Determine how per-word or per-token scores should be represented for each decoding mode, then define completion criteria and tests that verify the returned scores without averaging them into a single sentence score.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100