MT-Bench

Researchers introduced Masked Language Flow Models (MLFMs), combining masked diffusion and flow-based methods for efficient language generation. MLFMs enable conditional generation via continuous flow…

A systematic evaluation of 21 LLM-as-a-Judge models across 118 runs and 541,000 judgments reveals that exact-match agreement overstates discriminative ability, with kappa deflation of 33–41 percentage…

A new study reveals that LLM judges, widely used to evaluate AI outputs, can be manipulated after making an initial decision through targeted conversation, overturning stable judgments and shifting be…