Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation
Fuente:
arXiv
Guardado en:
| Autores principales: | Luo, Jiani, Zhao, Xiaoyan, Zhang, Yang, Miao, Shuyi, Xu, Bingbing, Konigorski, Stefan, Chua, Tat-Seng |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
por: Qiu, Yilun, et al.
Publicado: (2025)
por: Qiu, Yilun, et al.
Publicado: (2025)
Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents
por: Zeng, Jingying, et al.
Publicado: (2025)
por: Zeng, Jingying, et al.
Publicado: (2025)
SnapKV: LLM Knows What You are Looking for Before Generation
por: Li, Yuhong, et al.
Publicado: (2024)
por: Li, Yuhong, et al.
Publicado: (2024)
You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations
por: Na, Hongbin, et al.
Publicado: (2025)
por: Na, Hongbin, et al.
Publicado: (2025)
SteerX: Disentangled Steering for LLM Personalization
por: Zhao, Xiaoyan, et al.
Publicado: (2025)
por: Zhao, Xiaoyan, et al.
Publicado: (2025)
IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation
por: Lin, Zijie, et al.
Publicado: (2025)
por: Lin, Zijie, et al.
Publicado: (2025)
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
por: Zhao, Xiaoyan, et al.
Publicado: (2025)
por: Zhao, Xiaoyan, et al.
Publicado: (2025)
Thinking Before You Speak: A Proactive Test-time Scaling Approach
por: Liu, Cong, et al.
Publicado: (2025)
por: Liu, Cong, et al.
Publicado: (2025)
Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
por: Wang, Chengbing, et al.
Publicado: (2025)
por: Wang, Chengbing, et al.
Publicado: (2025)
Personalized Turn-Level User Conversation Satisfaction Benchmark
por: Wang, Zhefan, et al.
Publicado: (2026)
por: Wang, Zhefan, et al.
Publicado: (2026)
Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors
por: Huang, Chen, et al.
Publicado: (2024)
por: Huang, Chen, et al.
Publicado: (2024)
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
por: Li, Hao, et al.
Publicado: (2024)
por: Li, Hao, et al.
Publicado: (2024)
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles
por: Wang, Kuang, et al.
Publicado: (2025)
por: Wang, Kuang, et al.
Publicado: (2025)
Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations
por: Chandra, Mohit, et al.
Publicado: (2025)
por: Chandra, Mohit, et al.
Publicado: (2025)
Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users
por: Balepur, Nishant, et al.
Publicado: (2026)
por: Balepur, Nishant, et al.
Publicado: (2026)
Score Before You Speak: Improving Persona Consistency in Dialogue Generation using Response Quality Scores
por: Saggar, Arpita, et al.
Publicado: (2025)
por: Saggar, Arpita, et al.
Publicado: (2025)
On the Multi-turn Instruction Following for Conversational Web Agents
por: Deng, Yang, et al.
Publicado: (2024)
por: Deng, Yang, et al.
Publicado: (2024)
Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
por: Li, Moxin, et al.
Publicado: (2024)
por: Li, Moxin, et al.
Publicado: (2024)
Reinforced Strategy Optimization for Conversational Recommender Systems via Network-of-Experts
por: Zhao, Xiaoyan, et al.
Publicado: (2025)
por: Zhao, Xiaoyan, et al.
Publicado: (2025)
Look Before You Leap: Autonomous Exploration for LLM Agents
por: Ye, Ziang, et al.
Publicado: (2026)
por: Ye, Ziang, et al.
Publicado: (2026)
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue
por: Zhou, Junkai, et al.
Publicado: (2023)
por: Zhou, Junkai, et al.
Publicado: (2023)
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
por: Qin, Peixin, et al.
Publicado: (2024)
por: Qin, Peixin, et al.
Publicado: (2024)
Preference-Aware Rubric Learning for Personalized Evaluation
por: Qiu, Yilun, et al.
Publicado: (2026)
por: Qiu, Yilun, et al.
Publicado: (2026)
CARL: Criticality-Aware Agentic Reinforcement Learning
por: Shen, Leyang, et al.
Publicado: (2025)
por: Shen, Leyang, et al.
Publicado: (2025)
Walk Before You Run! Concise LLM Reasoning via Reinforcement Learning
por: Song, Mingyang, et al.
Publicado: (2025)
por: Song, Mingyang, et al.
Publicado: (2025)
Before You Interpret the Profile: Validity Scaling for LLM Metacognitive Self-Report
por: Cacioli, Jon-Paul
Publicado: (2026)
por: Cacioli, Jon-Paul
Publicado: (2026)
Look Before You Leap: Enhancing Attention and Vigilance Regarding Harmful Content with GuidelineLLM
por: Zhang, Shaoqing, et al.
Publicado: (2024)
por: Zhang, Shaoqing, et al.
Publicado: (2024)
D.Va: Validate Your Demonstration First Before You Use It
por: Zhang, Qi, et al.
Publicado: (2025)
por: Zhang, Qi, et al.
Publicado: (2025)
Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing
por: Yuan, Wenhao, et al.
Publicado: (2026)
por: Yuan, Wenhao, et al.
Publicado: (2026)
Towards Human-centered Proactive Conversational Agents
por: Deng, Yang, et al.
Publicado: (2024)
por: Deng, Yang, et al.
Publicado: (2024)
Can You Make It Sound Like You? Post-Editing LLM-Generated Text for Personal Style
por: Baumler, Connor, et al.
Publicado: (2026)
por: Baumler, Connor, et al.
Publicado: (2026)
Latent Inter-User Difference Modeling for LLM Personalization
por: Qiu, Yilun, et al.
Publicado: (2025)
por: Qiu, Yilun, et al.
Publicado: (2025)
Self-Train Before You Transcribe
por: Flynn, Robert, et al.
Publicado: (2024)
por: Flynn, Robert, et al.
Publicado: (2024)
NExT-GPT: Any-to-Any Multimodal LLM
por: Wu, Shengqiong, et al.
Publicado: (2023)
por: Wu, Shengqiong, et al.
Publicado: (2023)
Check Yourself Before You Wreck Yourself: Selectively Quitting Improves LLM Agent Safety
por: Bonagiri, Vamshi Krishna, et al.
Publicado: (2025)
por: Bonagiri, Vamshi Krishna, et al.
Publicado: (2025)
Personalized Text Generation with Contrastive Activation Steering
por: Zhang, Jinghao, et al.
Publicado: (2025)
por: Zhang, Jinghao, et al.
Publicado: (2025)
Read Before You Think: Mitigating LLM Comprehension Failures with Step-by-Step Reading
por: Han, Feijiang, et al.
Publicado: (2025)
por: Han, Feijiang, et al.
Publicado: (2025)
Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation
por: Lin, Wei-Hsiang, et al.
Publicado: (2025)
por: Lin, Wei-Hsiang, et al.
Publicado: (2025)
GIFT: Games as Informal Training for Generalizable LLMs
por: Lyu, Nuoyan, et al.
Publicado: (2026)
por: Lyu, Nuoyan, et al.
Publicado: (2026)
Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks
por: Yunusov, Sarfaroz, et al.
Publicado: (2025)
por: Yunusov, Sarfaroz, et al.
Publicado: (2025)
Ejemplares similares
-
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
por: Qiu, Yilun, et al.
Publicado: (2025) -
Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents
por: Zeng, Jingying, et al.
Publicado: (2025) -
SnapKV: LLM Knows What You are Looking for Before Generation
por: Li, Yuhong, et al.
Publicado: (2024) -
You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations
por: Na, Hongbin, et al.
Publicado: (2025) -
SteerX: Disentangled Steering for LLM Personalization
por: Zhao, Xiaoyan, et al.
Publicado: (2025)