MaartenGr / MaartenGr/BERTopic
Positive and negative term in topic search
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- Dominant language
- Python
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Description
Hi, all.
I was wondering if there is a way to search for topics that are similar to a certain term while dissimilar to others. That is: something along the lines of Top2Vec's negative keyword parameter in its implementation of search_topics.
I looked around for this, but could not find it. Thanks for any help!
Contributor guide
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 with the linked Top2Vec search_topics implementation and compare its negative keyword behavior with BERTopic's topic-search entry point. The issue does not name a BERTopic file or test, so those must be located first. Done means topic search supports a positive term while reducing similarity to a negative term, with coverage for the new behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100