WinoGrande

A new arXiv preprint (2607.28801v1) introduces a dataset-centric meta-evaluation framework that audits LLM benchmark datasets at the sample level across five dimensions, revealing internal heterogenei…

Researchers introduce the Prism Transformer, a new architecture that progressively increases head counts across layers to create a hierarchical attention processing structure. This design improves per…

A new paired-minimum detectable effect (MDE) budget for 4-bit quantization benchmarks, derived from classical sample-size calculations, provides benchmark designers a one-line formula to pre-register …