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• Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning
  2026
• OLIVIA: Online Learning via Inference-time Action Adaptation for Decision Making in LLM ReAct Agents
  2026
• Codified Foreshadowing-Payoff Text Generation
  2026
• Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
  2025
• Importance Sampling for Multi-Negative Multimodal Direct Preference Optimization
  2025
• PersonaAgent: Bridging Memory and Action for Personalized LLM Agents
  2025
• PersonaAgent: Bridging Memory and Action for Personalized LLM Agents
  2025
• Linear Correlation in LM's Compositional Generalization and Hallucination
  2025
• LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?
  2025
• Memorize or Generalize? Evaluating LLM Code Generation with Code Rewriting
  2025
• Memorize or Generalize? Evaluating LLM Code Generation with Code Rewriting
  2025
• Tuning LLMs by RAG Principles: Towards LLM-native Memory
  2025
• ClusterLLM: Large Language Models as a Guide for Text Clustering
  2023
• Large Language Models for Time Series: A Survey
  2024
• Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs
  2024