Cover Image

ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Jie, Dou, Huaixia, Jiang, Shuo, Li, Junhui, Guo, Lifan, Chen, Feng, Zhang, Chi, Kong, Fang
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CARE: Cognitive-reasoning Augmented Reinforcement for Emotional Support Conversation
by: Zhu, Jie, et al.
Published: (2025)

Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations
by: Zhu, Jie, et al.
Published: (2026)

Evaluating, Synthesizing, and Enhancing for Customer Support Conversation
by: Zhu, Jie, et al.
Published: (2025)

DianJin-R1: Evaluating and Enhancing Financial Reasoning in Large Language Models
by: Zhu, Jie, et al.
Published: (2025)

FinGuard: Detecting Financial Regulatory Non-Compliance in LLM Interactions
by: Dou, Huaixia, et al.
Published: (2026)

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
by: Zhang, Haozhen, et al.
Published: (2026)

SkillOS: Learning Skill Curation for Self-Evolving Agents
by: Ouyang, Siru, et al.
Published: (2026)

SkillOpt: Executive Strategy for Self-Evolving Agent Skills
by: Yang, Yifan, et al.
Published: (2026)

Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset
by: Zhu, Jie, et al.
Published: (2024)

Swarm Skills: A Portable, Self-Evolving Multi-Agent System Specification for Coordination Engineering
by: Zhang, Xinyu, et al.
Published: (2026)

M$^3$FinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset
by: Zhu, Jie, et al.
Published: (2025)

Speech Translation Refinement using Large Language Models
by: Dou, Huaixia, et al.
Published: (2025)

IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems
by: Zhang, Xinjie, et al.
Published: (2025)

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
by: Ma, Ziyu, et al.
Published: (2026)

MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?
by: Che, Xinyu, et al.
Published: (2026)

SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
by: Zheng, Boyuan, et al.
Published: (2025)

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation
by: Lin, Huawei, et al.
Published: (2026)

Skill Path: Unveiling Language Skills from Circuit Graphs
by: Chen, Hang, et al.
Published: (2024)

FinMCP-Bench: Benchmarking LLM Agents for Real-World Financial Tool Use under the Model Context Protocol
by: Zhu, Jie, et al.
Published: (2026)

Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries
by: Zhang, Xing, et al.
Published: (2026)

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
by: Ju, Ruofei, et al.
Published: (2026)

FiSMiness: A Finite State Machine Based Paradigm for Emotional Support Conversations
by: Zhao, Yue, et al.
Published: (2025)

Skill-Conditioned Gated Self-Distillation for LLM Reasoning
by: Huang, Jiazhen, et al.
Published: (2026)

Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents
by: Wang, Hao, et al.
Published: (2026)

Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries
by: Zeng, Kun, et al.
Published: (2026)

Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems
by: Tsai, Shang-Chi, et al.
Published: (2025)

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution
by: Liu, Hongyi, et al.
Published: (2026)

Skills-Coach: A Self-Evolving Skill Optimizer via Training-Free GRPO
by: Tian, Yu, et al.
Published: (2026)

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills
by: Liang, Qiliang, et al.
Published: (2026)

Affective Flow Language Model for Emotional Support Conversation
by: Zou, Chenghui, et al.
Published: (2026)

SkillFactory: Self-Distillation For Learning Cognitive Behaviors
by: Sprague, Zayne, et al.
Published: (2025)

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models
by: Zhao, Haiquan, et al.
Published: (2024)

From $f(x)$ and $g(x)$ to $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones
by: Yuan, Lifan, et al.
Published: (2025)

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
by: Zhang, Hanrong, et al.
Published: (2026)

PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction
by: Yu, Simon, et al.
Published: (2025)

EmoDistill: Offline Emotion Skill Distillation for Language Model Agents in Adversarial Negotiation
by: Long, Yunbo, et al.
Published: (2026)

Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language Models
by: Zhu, Jie, et al.
Published: (2025)

ES-MemEval: Benchmarking Conversational Agents on Personalized Long-Term Emotional Support
by: Chen, Tiantian, et al.
Published: (2026)

Toward Real-World Chinese Psychological Support Dialogues: CPsDD Dataset and a Co-Evolving Multi-Agent System
by: Shi, Yuanchen, et al.
Published: (2025)

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories
by: Yu, Zhuoyun, et al.
Published: (2026)