UniDial-EvalKit: A Unified Toolkit for Evaluating Multi-Faceted Conversational Abilities 事件

UniDial-EvalKit: A Unified Toolkit for Evaluating Multi-Faceted Conversational Abilities arXiv:2603.23160v2 Announce Type: replace Abstract: Benchmarking large language models (LLMs) and agents in multi-turn interactive scenarios is essential for understanding their practical capabilities. However, existing evaluation protocols are highly heterogeneous, differing significantly in dataset formats, model interfaces, and evaluation pipelines, which severely impedes systematic comparison. In this w