Andreas Rücklé

Humboldt-Universität zu Berlin Science of Intelligence, UKP Lab, TU Darmstadt

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Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Elena Merdjanovska (1)Omar Zaidan (1)

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Aug 5, 2026

Humboldt-Universität zu Berlin Science3w ago·also TU Darmstadt

Evaluation Pitfalls and Sparsity Limitations in LLM-based Confidence Estimates for Classification

Confidence estimates from LLMs can be misleading due to extreme sparsity, but a novel weighting method can enhance their reliability and evaluation accuracy.

Elena Merdjanovska, Omar Zaidan, Andreas Rücklé

Eval Frameworks & Benchmarks Natural Language Processing

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Andreas Rücklé

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)