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cs.CL2026
GrowLoop: Self-Evolving Conversation Evaluation Seeded by Human
Yihang Lin, Yunze Gao, Zeyang Lin +3
With the rapid advancement of large language models, evaluating human-likeness in open-ended conversation has become increasingly important. However, human-likeness is a form of ta…
cs.CL2025
EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
Li Zhou, Lutong Yu, You Lyu +6
Speech Language Models (SLMs) have made significant progress in spoken language understanding. Yet it remains unclear whether they can fully perceive non lexical vocal cues alongsi…