This paper evaluates LLM voting ensembles for filtering noise in Wikidata-sourced mathematical concepts in Mathswitch, using MathWorld identifiers as positive control and grouping disagreements into three categories.
In: Proceedings of the 15th International Symposium on Open Collaboration
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Categorizing Mathematical Concepts with LLM Voting Ensembles in Mathswitch
This paper evaluates LLM voting ensembles for filtering noise in Wikidata-sourced mathematical concepts in Mathswitch, using MathWorld identifiers as positive control and grouping disagreements into three categories.