Stopwords on KeyBERT
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Description
Also i have very serious issue with keyphrases on KeyBERT. for example if i add "climate integrated services" to stopword list then since word have 3 syllables its considered as a phrase and is ignored in from my stopwords list
Am getting this weird error
UserWarning: Your stop_words may be inconsistent with your preprocessing. Tokenizing the stop words generated tokens ['climate', 'integrated', 'services'] not in stop_words.
_Originally posted by @ChettakattuA in https://github.com/MaartenGr/KeyBERT/issues/200#issuecomment-1911186023_
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the reported KeyBERT behavior with "climate integrated services" in the stopword list and inspect the preprocessing path that emits the warning. Done means multi-word stopwords are handled consistently and the reported phrase is excluded without the inconsistency warning.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100