3 papers
cs.AI2026
From Descriptive to Prescriptive: Uncover the Social Value Alignment of LLM-based Agents
Jinxian Qu, Qingqing Gu, Teng Chen +1
Wide applications of LLM-based agents require strong alignment with human social values. However, current works still exhibit deficiencies in self-cognition and dilemma decision, a…
cs.HC2026
Self-EmoQ: Plutchik-Guided Value-based Planning to Drive Streaming Emotional TTS
Yue Zhao, Hongyan Li, Yong Chen +1
Emotional interaction is increasingly crucial for conversational AI, yet current systems lack a self-emotion determination mechanism to drive the streaming text-to-speech (TTS) syn…
cs.CL2025
Making Language Model a Hierarchical Classifier
Yihong Wang, Zhonglin Jiang, Ningyuan Xi +8
Decoder-only language models, such as GPT and LLaMA, generally decode on the last layer. Motivated by human's hierarchical thinking capability, we propose that a hierarchical decod…