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20022026
most citedAutomatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields

643 citations

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cs.CL2026

Rethinking Ground Truth: A Case Study on Human Label Variation in MLLM Benchmarking

Tomas Ruiz, Tanalp Agustoslu, Carsten Schwemmer

Human Label Variation (HLV), i.e. systematic differences among annotators' judgments, remains underexplored in benchmarks despite rapid progress in large language model (LLM) devel…