Self-Boosting Large Language Models with Synthetic Preference Data Paper • 2410.06961 • Published Oct 9, 2024 • 17
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation Paper • 2412.13649 • Published Dec 18, 2024 • 20
Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence Paper • 2502.14905 • Published Feb 18 • 9
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? Paper • 2502.14502 • Published Feb 20 • 91
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models Paper • 2502.14802 • Published Feb 20 • 13
Fine-Tuning Small Language Models for Domain-Specific AI: An Edge AI Perspective Paper • 2503.01933 • Published Mar 3 • 12