MaartenGr / MaartenGr/BERTopic

list index out of range

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Dominant language
Python
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Description

This error occurred when I was processing some word documents. Sometimes this error occurs and sometimes it does not. I looked at the error message. In the _bertropic.py file, line 4024, this error will appear when the topics are all -1. , because the unique_topics parameter is empty, is there any way to avoid this error.?
![image](https://github.com/MaartenGr/BERTopic/assets/110172520/97050ae1-263a-4bff-a311-74f99589dfce)

Contributor guide

Open the contributing guide

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 at _bertopic.py line 4024 and inspect the path taken when all topics are -1 and unique_topics is empty. Reproduce the intermittent failure while processing word documents if possible, then verify that this case no longer raises the reported list-index error.

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
Mostly clear
Newbie friendliness
35/100

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