CARD: Cluster-level Adaptation with Reward-guided Decoding for Personalized Text Generation
cs.AI
Submitted: 2026-01-09
Updated: 2026-09-20
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
- Aligning LLM Agents by Learning Latent Preference from User Edits
- Parameter-Efficient Transfer Learning for NLP
- Unsupervised Dense Information Retrieval with Contrastive Learning
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging
- The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
- LongLaMP: A Benchmark for Personalized Long-form Text Generation
- Generative Agents: Interactive Simulacra of Human Behavior
- Social Simulacra: Creating Populated Prototypes for Social Computing Systems
- Teach LLMs to Personalize -- An Approach inspired by Writing Education
- Controllable Text Generation for Large Language Models: A Survey
- LLMs + Persona-Plug = Personalized LLMs
- Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models
- Qwen3 Technical Report
- Role-Play with Large Language Models
- Personalized Text Generation with Contrastive Activation Steering
- Language Model Personalization via Reward Factorization
- Personalized LLM Response Generation with Parameterized Memory Injection
- User Modeling in the Era of Large Language Models: Current Research and Future Directions
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