NoveltyBench: Evaluating Language Models for Humanlike Diversity

Yiming Zhang, Harshita Diddee, Susan Holm +5

Language models have demonstrated remarkable capabilities on standard benchmarks, yet they struggle increasingly from mode collapse, the inability to generate diverse and novel out…