How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Paper • 2605.30260 • Published 2 days ago • 20
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models Paper • 2605.30219 • Published 2 days ago • 14
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems Paper • 2605.28732 • Published 3 days ago • 36
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research Paper • 2605.22878 • Published 10 days ago • 56
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 38
SkillX: Automatically Constructing Skill Knowledge Bases for Agents Paper • 2604.04804 • Published Apr 6 • 35
LookAhead Tuning: Safer Language Models via Partial Answer Previews Paper • 2503.19041 • Published Mar 24, 2025 • 5
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners Paper • 2503.16356 • Published Mar 20, 2025 • 15