Balancing Act: Diversity and Consistency in Large Language Model Ensembles

Ahmed Abdulaal, Chen Jin, Nina Montaña Brown, Aryo Pradipta Gema, Daniel C. Castro, Daniel C. Alexander, Philip Alexander Teare, Tom Diethe, Dino Oglic, Amrutha Saseendran. Balancing Act: Diversity and Consistency in Large Language Model Ensembles. In The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. OpenReview.net, 2025. [doi]

Authors

Ahmed Abdulaal

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Chen Jin

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Nina Montaña Brown

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Aryo Pradipta Gema

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Daniel C. Castro

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Daniel C. Alexander

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Philip Alexander Teare

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Tom Diethe

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Dino Oglic

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Amrutha Saseendran

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