From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment
Fuente:
arXiv
Saved in:
| Main Authors: | Ye, Jing, Xiang, Lu, Zhang, Yaping, Zong, Chengqing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User's Internal World
by: Ye, Jing, et al.
Published: (2026)
by: Ye, Jing, et al.
Published: (2026)
SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent
by: Ye, Jing, et al.
Published: (2024)
by: Ye, Jing, et al.
Published: (2024)
A Survey of Large Language Models in Discipline-specific Research: Challenges, Methods and Opportunities
by: Xiang, Lu, et al.
Published: (2025)
by: Xiang, Lu, et al.
Published: (2025)
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
by: Liang, Yupu, et al.
Published: (2025)
by: Liang, Yupu, et al.
Published: (2025)
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment
by: Yang, Wen, et al.
Published: (2025)
by: Yang, Wen, et al.
Published: (2025)
TokAlign: Efficient Vocabulary Adaptation via Token Alignment
by: Li, Chong, et al.
Published: (2025)
by: Li, Chong, et al.
Published: (2025)
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)
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment
by: Li, Chong, et al.
Published: (2023)
by: Li, Chong, et al.
Published: (2023)
Improving MLLM's Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency
by: Liang, Yupu, et al.
Published: (2025)
by: Liang, Yupu, et al.
Published: (2025)
Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing
by: Ye, Chunyu, et al.
Published: (2025)
by: Ye, Chunyu, et al.
Published: (2025)
TokAlign++: Advancing Vocabulary Adaptation via Better Token Alignment
by: Li, Chong, et al.
Published: (2026)
by: Li, Chong, et al.
Published: (2026)
Listening to the Echo: User-Reaction Aware Policy Optimization via Scalar-Verbal Hybrid Reinforcement Learning
by: Ye, Jing, et al.
Published: (2026)
by: Ye, Jing, et al.
Published: (2026)
Drift: Decoding-time Personalized Alignments with Implicit User Preferences
by: Kim, Minbeom, et al.
Published: (2025)
by: Kim, Minbeom, et al.
Published: (2025)
From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment
by: Li, Jia-Nan, et al.
Published: (2025)
by: Li, Jia-Nan, et al.
Published: (2025)
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities
by: Zhao, Xinpei, et al.
Published: (2024)
by: Zhao, Xinpei, et al.
Published: (2024)
Bridging Cognition and Emotion: Empathy-Driven Multimodal Misinformation Detection
by: Wang, Zihan, et al.
Published: (2025)
by: Wang, Zihan, et al.
Published: (2025)
Self-Modifying State Modeling for Simultaneous Machine Translation
by: Yu, Donglei, et al.
Published: (2024)
by: Yu, Donglei, et al.
Published: (2024)
F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation
by: Wu, Junhong, et al.
Published: (2024)
by: Wu, Junhong, et al.
Published: (2024)
Language Imbalance Driven Rewarding for Multilingual Self-improving
by: Yang, Wen, et al.
Published: (2024)
by: Yang, Wen, et al.
Published: (2024)
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions
by: Li, Chong, et al.
Published: (2024)
by: Li, Chong, et al.
Published: (2024)
SimulPL: Aligning Human Preferences in Simultaneous Machine Translation
by: Yu, Donglei, et al.
Published: (2025)
by: Yu, Donglei, et al.
Published: (2025)
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
by: De Grandi, Alessandro, et al.
Published: (2024)
by: De Grandi, Alessandro, et al.
Published: (2024)
From Correctness to Preference: A Framework for Personalized Agentic Reinforcement Learning
by: zhang, Ranxu, et al.
Published: (2026)
by: zhang, Ranxu, et al.
Published: (2026)
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)
ConText at WASSA 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations
by: Pereira, Patrícia, et al.
Published: (2024)
by: Pereira, Patrícia, et al.
Published: (2024)
Parallel Scaling Law: Unveiling Reasoning Generalization through A Cross-Linguistic Perspective
by: Yang, Wen, et al.
Published: (2025)
by: Yang, Wen, et al.
Published: (2025)
MulCogBench: A Multi-modal Cognitive Benchmark Dataset for Evaluating Chinese and English Computational Language Models
by: Zhang, Yunhao, et al.
Published: (2024)
by: Zhang, Yunhao, et al.
Published: (2024)
DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization
by: Zhang, Chao, et al.
Published: (2025)
by: Zhang, Chao, et al.
Published: (2025)
Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation
by: Wu, Junhong, et al.
Published: (2024)
by: Wu, Junhong, et al.
Published: (2024)
Navigating Brain Language Representations: A Comparative Analysis of Neural Language Models and Psychologically Plausible Models
by: Zhang, Yunhao, et al.
Published: (2024)
by: Zhang, Yunhao, et al.
Published: (2024)
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model
by: Li, Chong, et al.
Published: (2025)
by: Li, Chong, et al.
Published: (2025)
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation
by: Kang, Dongjin, et al.
Published: (2024)
by: Kang, Dongjin, et al.
Published: (2024)
BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing
by: Wang, Chen, et al.
Published: (2023)
by: Wang, Chen, et al.
Published: (2023)
Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models
by: Tan, Zhouxing, et al.
Published: (2025)
by: Tan, Zhouxing, et al.
Published: (2025)
Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation
by: Ma, Hui, et al.
Published: (2024)
by: Ma, Hui, et al.
Published: (2024)
User-Aware Active Knowledge Acquisition for Emotional Support Dialogue
by: Xu, Mufan, et al.
Published: (2026)
by: Xu, Mufan, et al.
Published: (2026)
Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization
by: Zhang, Weixu, et al.
Published: (2026)
by: Zhang, Weixu, et al.
Published: (2026)
ES-MemEval: Benchmarking Conversational Agents on Personalized Long-Term Emotional Support
by: Chen, Tiantian, et al.
Published: (2026)
by: Chen, Tiantian, et al.
Published: (2026)
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models
by: Xie, Zhouhang, et al.
Published: (2025)
by: Xie, Zhouhang, et al.
Published: (2025)
AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
by: Xiao, Jianfei, et al.
Published: (2026)
by: Xiao, Jianfei, et al.
Published: (2026)
Similar Items
-
EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User's Internal World
by: Ye, Jing, et al.
Published: (2026) -
SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent
by: Ye, Jing, et al.
Published: (2024) -
A Survey of Large Language Models in Discipline-specific Research: Challenges, Methods and Opportunities
by: Xiang, Lu, et al.
Published: (2025) -
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation
by: Liang, Yupu, et al.
Published: (2025) -
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment
by: Yang, Wen, et al.
Published: (2025)