LAION-AI / LAION-AI/Open-Assistant
Auto generate dialogues about definitions and translations using Wikidata
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- Dominant language
- Python
- Stars
- 37.4k
- Forks
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Description
Wikidata Lexemes and the description field that exists for many data objects could be easily used to automatically create short dialogues with a standardized structure like this:
A: Whats the definition of {X}
B The definition is {Y}, but it can also mean {Z}
You can also use other fields in the dataset like synonyms to expand the dataset and you can easily create dialogues about word meanings and translations.
Here is a simple query to give you an impression how the lexeme data looks:
But the Wikidata objects about Wikipedia article could be equally useful since they all have a description in many languages.
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 Wikidata Query Service example and inspect how this repository currently creates dialogue data; the issue names no files, tests, or entry points. A complete effort would need a decided scope for Lexemes, descriptions, synonyms, translations, and Wikipedia-object data, plus a defined way to verify the generated dialogues.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 24/100