Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Hui, Zhang, Bo, Xu, Bo, Wang, Jian, Lin, Hongfei, Sun, Xiao |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch
by: Zhang, Yiqun, et al.
Published: (2024)
by: Zhang, Yiqun, et al.
Published: (2024)
Chain of Empathy: Enhancing Empathetic Response of Large Language Models Based on Psychotherapy Models
by: Lee, Yoon Kyung, et al.
Published: (2023)
by: Lee, Yoon Kyung, et al.
Published: (2023)
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
by: Wang, Peisong, et al.
Published: (2025)
by: Wang, Peisong, et al.
Published: (2025)
Exploiting Emotion-Semantic Correlations for Empathetic Response Generation
by: Yang, Zhou, et al.
Published: (2024)
by: Yang, Zhou, et al.
Published: (2024)
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning
by: Chen, Xinhao, et al.
Published: (2024)
by: Chen, Xinhao, et al.
Published: (2024)
Empathy-R1: A Chain-of-Empathy and Reinforcement Learning Framework for Long-Form Mental Health Support
by: Yao, Xianrong, et al.
Published: (2025)
by: Yao, Xianrong, et al.
Published: (2025)
PEER: Unified Process-Outcome Reinforcement Learning for Structured Empathetic Reasoning
by: Wang, Yunxiao, et al.
Published: (2025)
by: Wang, Yunxiao, et al.
Published: (2025)
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response Generation
by: Hu, Yuxuan, et al.
Published: (2024)
by: Hu, Yuxuan, et al.
Published: (2024)
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements
by: Qian, Yushan, et al.
Published: (2023)
by: Qian, Yushan, et al.
Published: (2023)
CTSM: Combining Trait and State Emotions for Empathetic Response Model
by: Yufeng, Wang, et al.
Published: (2024)
by: Yufeng, Wang, et al.
Published: (2024)
EmoStage: A Framework for Accurate Empathetic Response Generation via Perspective-Taking and Phase Recognition
by: Qi, Zhiyang, et al.
Published: (2025)
by: Qi, Zhiyang, et al.
Published: (2025)
Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect
by: Lu, Junyu, et al.
Published: (2024)
by: Lu, Junyu, et al.
Published: (2024)
Emotional Support with LLM-based Empathetic Dialogue Generation
by: Wang, Shiquan, et al.
Published: (2025)
by: Wang, Shiquan, et al.
Published: (2025)
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement
by: Lu, Junyu, et al.
Published: (2025)
by: Lu, Junyu, et al.
Published: (2025)
Teaching LLMs for Step-Level Automatic Math Correction via Reinforcement Learning
by: Li, Junsong, et al.
Published: (2025)
by: Li, Junsong, et al.
Published: (2025)
From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents
by: Shayegani, Erfan, et al.
Published: (2025)
by: Shayegani, Erfan, et al.
Published: (2025)
Towards Comprehensive Detection of Chinese Harmful Memes
by: Lu, Junyu, et al.
Published: (2024)
by: Lu, Junyu, et al.
Published: (2024)
Kardia-R1: Unleashing LLMs to Reason toward Understanding and Empathy for Emotional Support via Rubric-as-Judge Reinforcement Learning
by: Yuan, Jiahao, et al.
Published: (2025)
by: Yuan, Jiahao, et al.
Published: (2025)
Distilling Implicit Multimodal Knowledge into Large Language Models for Zero-Resource Dialogue Generation
by: Zhang, Bo, et al.
Published: (2024)
by: Zhang, Bo, et al.
Published: (2024)
Efficient Knowledge Infusion via KG-LLM Alignment
by: Jiang, Zhouyu, et al.
Published: (2024)
by: Jiang, Zhouyu, et al.
Published: (2024)
From Empathy to Personalized Empathy: Adapting Empathetic Strategies to Individual Users
by: Zheng, Wuqiang, et al.
Published: (2026)
by: Zheng, Wuqiang, et al.
Published: (2026)
Knowledge-Level Consistency Reinforcement Learning: Dual-Fact Alignment for Long-Form Factuality
by: Li, Junliang, et al.
Published: (2025)
by: Li, Junliang, et al.
Published: (2025)
ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework
by: Yuan, Jiahao, et al.
Published: (2024)
by: Yuan, Jiahao, et al.
Published: (2024)
RoRecomp: Enhancing Reasoning Efficiency via Rollout Response Recomposition in Reinforcement Learning
by: Li, Gang, et al.
Published: (2025)
by: Li, Gang, et al.
Published: (2025)
MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering
by: Ning, Yingpeng, et al.
Published: (2025)
by: Ning, Yingpeng, et al.
Published: (2025)
Can "AI" Be a Doctor? A Study of Empathy, Readability, and Alignment in Clinical LLMs
by: Barone, Mariano, et al.
Published: (2026)
by: Barone, Mariano, et al.
Published: (2026)
Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats
by: Lan, Kunyao, et al.
Published: (2024)
by: Lan, Kunyao, et al.
Published: (2024)
Continual Learning in Large Language Models: Methods, Challenges, and Opportunities
by: Chen, Hongyang, et al.
Published: (2026)
by: Chen, Hongyang, et al.
Published: (2026)
Response-Level Rewards Are All You Need for Online Reinforcement Learning in LLMs: A Mathematical Perspective
by: He, Shenghua, et al.
Published: (2025)
by: He, Shenghua, et al.
Published: (2025)
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning
by: Li, Yuan, et al.
Published: (2025)
by: Li, Yuan, et al.
Published: (2025)
EmPO: Emotion Grounding for Empathetic Response Generation through Preference Optimization
by: Sotolar, Ondrej, et al.
Published: (2024)
by: Sotolar, Ondrej, et al.
Published: (2024)
MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning
by: Huang, Kun, et al.
Published: (2025)
by: Huang, Kun, et al.
Published: (2025)
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning
by: Lu, Zimu, et al.
Published: (2025)
by: Lu, Zimu, et al.
Published: (2025)
True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning
by: Tan, Weihao, et al.
Published: (2024)
by: Tan, Weihao, et al.
Published: (2024)
Efficient Preference-based Reinforcement Learning via Aligned Experience Estimation
by: Bai, Fengshuo, et al.
Published: (2024)
by: Bai, Fengshuo, et al.
Published: (2024)
DPRF: A Generalizable Dynamic Persona Refinement Framework for Optimizing Behavior Alignment Between Personalized LLM Role-Playing Agents and Humans
by: Yao, Bingsheng, et al.
Published: (2025)
by: Yao, Bingsheng, et al.
Published: (2025)
Med-U1: Incentivizing Unified Medical Reasoning in LLMs via Large-scale Reinforcement Learning
by: Zhang, Xiaotian, et al.
Published: (2025)
by: Zhang, Xiaotian, et al.
Published: (2025)
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models
by: Chen, Yuyan, et al.
Published: (2024)
by: Chen, Yuyan, et al.
Published: (2024)
Coupled Variational Reinforcement Learning for Language Model General Reasoning
by: Wen, Xueru, et al.
Published: (2025)
by: Wen, Xueru, et al.
Published: (2025)
KELPS: A Framework for Verified Multi-Language Autoformalization via Semantic-Syntactic Alignment
by: Zhang, Jiyao, et al.
Published: (2025)
by: Zhang, Jiyao, et al.
Published: (2025)
Similar Items
-
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch
by: Zhang, Yiqun, et al.
Published: (2024) -
Chain of Empathy: Enhancing Empathetic Response of Large Language Models Based on Psychotherapy Models
by: Lee, Yoon Kyung, et al.
Published: (2023) -
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
by: Wang, Peisong, et al.
Published: (2025) -
Exploiting Emotion-Semantic Correlations for Empathetic Response Generation
by: Yang, Zhou, et al.
Published: (2024) -
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning
by: Chen, Xinhao, et al.
Published: (2024)