MICA: Multi-granularity Intertemporal Credit Assignment for Long-Horizon Emotional Support Dialogue
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Naifan, Sun, Ruihan, Su, Jinwei, Yang, Hengjie, Pan, Zhengyuan, Chen, Zhaohan, Zhang, Xiaofan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Echo-N1: Affective RL Frontier
por: Zhang, Naifan, et al.
Publicado: (2025)
por: Zhang, Naifan, et al.
Publicado: (2025)
Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents
por: Tang, Wenjie, et al.
Publicado: (2026)
por: Tang, Wenjie, et al.
Publicado: (2026)
User-Aware Active Knowledge Acquisition for Emotional Support Dialogue
por: Xu, Mufan, et al.
Publicado: (2026)
por: Xu, Mufan, et al.
Publicado: (2026)
ESCoT: Towards Interpretable Emotional Support Dialogue Systems
por: Zhang, Tenggan, et al.
Publicado: (2024)
por: Zhang, Tenggan, et al.
Publicado: (2024)
Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues
por: Hu, Chuanrui, et al.
Publicado: (2026)
por: Hu, Chuanrui, et al.
Publicado: (2026)
From Myopic Selection to Long-Horizon Awareness: Sequential LLM Routing for Multi-Turn Dialogue
por: Zhang, Jiarui, et al.
Publicado: (2026)
por: Zhang, Jiarui, et al.
Publicado: (2026)
Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization
por: He, Zhitao, et al.
Publicado: (2025)
por: He, Zhitao, et al.
Publicado: (2025)
Hindsight Credit Assignment for Long-Horizon LLM Agents
por: Tan, Hui-Ze, et al.
Publicado: (2026)
por: Tan, Hui-Ze, et al.
Publicado: (2026)
Intrinsic Credit Assignment for Long Horizon Interaction
por: Auzina, Ilze Amanda, et al.
Publicado: (2026)
por: Auzina, Ilze Amanda, et al.
Publicado: (2026)
From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models
por: Zhang, Chenchen
Publicado: (2026)
por: Zhang, Chenchen
Publicado: (2026)
Instructive Dialogue Summarization with Query Aggregations
por: Wang, Bin, et al.
Publicado: (2023)
por: Wang, Bin, et al.
Publicado: (2023)
AdaMem: Adaptive User-Centric Memory for Long-Horizon Dialogue Agents
por: Yan, Shannan, et al.
Publicado: (2026)
por: Yan, Shannan, et al.
Publicado: (2026)
IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems
por: Zhang, Xinjie, et al.
Publicado: (2025)
por: Zhang, Xinjie, et al.
Publicado: (2025)
Beyond Uniform Credit: Causal Credit Assignment for Policy Optimization
por: Khandoga, Mykola, et al.
Publicado: (2026)
por: Khandoga, Mykola, et al.
Publicado: (2026)
EMPA: Evaluating Persona-Aligned Empathy as a Process
por: Zhang, Shiya, et al.
Publicado: (2026)
por: Zhang, Shiya, et al.
Publicado: (2026)
Context-Emotion Aware Therapeutic Dialogue Generation: A Multi-component Reinforcement Learning Approach to Language Models for Mental Health Support
por: Zhang, Eric Hua Qing, et al.
Publicado: (2025)
por: Zhang, Eric Hua Qing, et al.
Publicado: (2025)
Reducing Credit Assignment Variance via Counterfactual Reasoning Paths
por: Ding, Fei, et al.
Publicado: (2026)
por: Ding, Fei, et al.
Publicado: (2026)
When Seekers Are Hard to Help: Evaluating Emotional Support Dialogue Systems in Worst-Case Interactions
por: Yang, Jiajie, et al.
Publicado: (2026)
por: Yang, Jiajie, et al.
Publicado: (2026)
Emotional Support with LLM-based Empathetic Dialogue Generation
por: Wang, Shiquan, et al.
Publicado: (2025)
por: Wang, Shiquan, et al.
Publicado: (2025)
Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue
por: Lin, Jingjie, et al.
Publicado: (2026)
por: Lin, Jingjie, et al.
Publicado: (2026)
Rendering Data Unlearnable by Exploiting LLM Alignment Mechanisms
por: Zhang, Ruihan, et al.
Publicado: (2026)
por: Zhang, Ruihan, et al.
Publicado: (2026)
The Slow Drift of Support: Boundary Failures in Multi-Turn Mental Health LLM Dialogues
por: Cheng, Youyou, et al.
Publicado: (2026)
por: Cheng, Youyou, et al.
Publicado: (2026)
CriticSearch: Fine-Grained Credit Assignment for Search Agents via a Retrospective Critic
por: Zhang, Yaocheng, et al.
Publicado: (2025)
por: Zhang, Yaocheng, et al.
Publicado: (2025)
DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards
por: Zhang, Kaiyi, et al.
Publicado: (2026)
por: Zhang, Kaiyi, et al.
Publicado: (2026)
CAPO: Towards Enhancing LLM Reasoning through Generative Credit Assignment
por: Xie, Guofu, et al.
Publicado: (2025)
por: Xie, Guofu, et al.
Publicado: (2025)
Exploiting Tree Structure for Credit Assignment in RL Training of LLMs
por: Tran, Hieu, et al.
Publicado: (2025)
por: Tran, Hieu, et al.
Publicado: (2025)
InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning
por: Yang, Matthew Y. R., et al.
Publicado: (2026)
por: Yang, Matthew Y. R., et al.
Publicado: (2026)
Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits
por: He, Xiangheng, et al.
Publicado: (2023)
por: He, Xiangheng, et al.
Publicado: (2023)
DiagESC: Dialogue Synthesis for Integrating Depression Diagnosis into Emotional Support Conversation
por: Seo, Seungyeon, et al.
Publicado: (2024)
por: Seo, Seungyeon, et al.
Publicado: (2024)
Every Step Counts: Step-Level Credit Assignment for Tool-Integrated Text-to-SQL
por: Dai, Yaxun, et al.
Publicado: (2026)
por: Dai, Yaxun, et al.
Publicado: (2026)
ES-MemEval: Benchmarking Conversational Agents on Personalized Long-Term Emotional Support
por: Chen, Tiantian, et al.
Publicado: (2026)
por: Chen, Tiantian, et al.
Publicado: (2026)
EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics
por: Wan, Chenwei, et al.
Publicado: (2024)
por: Wan, Chenwei, et al.
Publicado: (2024)
APEX-Searcher: Refining Credit Assignment with Subgoaling for Agentic Retrieval-Augmented Generation
por: Chen, Kun, et al.
Publicado: (2026)
por: Chen, Kun, et al.
Publicado: (2026)
Modeling Multiple Support Strategies within a Single Turn for Emotional Support Conversations
por: Zhu, Jie, et al.
Publicado: (2026)
por: Zhu, Jie, et al.
Publicado: (2026)
HorizonBench: Long-Horizon Personalization with Evolving Preferences
por: Li, Shuyue Stella, et al.
Publicado: (2026)
por: Li, Shuyue Stella, et al.
Publicado: (2026)
Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues
por: Sasu, David, et al.
Publicado: (2025)
por: Sasu, David, et al.
Publicado: (2025)
VinePPO: Refining Credit Assignment in RL Training of LLMs
por: Kazemnejad, Amirhossein, et al.
Publicado: (2024)
por: Kazemnejad, Amirhossein, et al.
Publicado: (2024)
Psy-Chronicle:A Structured Pipeline for Synthesizing Long-Horizon Campus Psychological Counseling Dialogues
por: Gou, Chaogui, et al.
Publicado: (2026)
por: Gou, Chaogui, et al.
Publicado: (2026)
EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue
por: Deng, Jiawen, et al.
Publicado: (2026)
por: Deng, Jiawen, et al.
Publicado: (2026)
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation
por: Yang, Ruihan, et al.
Publicado: (2025)
por: Yang, Ruihan, et al.
Publicado: (2025)
Ejemplares similares
-
Echo-N1: Affective RL Frontier
por: Zhang, Naifan, et al.
Publicado: (2025) -
Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents
por: Tang, Wenjie, et al.
Publicado: (2026) -
User-Aware Active Knowledge Acquisition for Emotional Support Dialogue
por: Xu, Mufan, et al.
Publicado: (2026) -
ESCoT: Towards Interpretable Emotional Support Dialogue Systems
por: Zhang, Tenggan, et al.
Publicado: (2024) -
Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues
por: Hu, Chuanrui, et al.
Publicado: (2026)