EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain Paper • 2406.14075 • Published Apr 24
Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory Paper • 2605.31086 • Published 4 days ago • 2
Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory Paper • 2605.31086 • Published 4 days ago • 2
Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory Paper • 2602.15313 • Published Feb 17 • 3
Improving Data and Reward Design for Scientific Reasoning in Large Language Models Paper • 2602.08321 • Published Feb 9 • 44
Improving Data and Reward Design for Scientific Reasoning in Large Language Models Paper • 2602.08321 • Published Feb 9 • 44
MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration Paper • 2602.01734 • Published Feb 2 • 32
The Era of Agentic Organization: Learning to Organize with Language Models Paper • 2510.26658 • Published Oct 30, 2025 • 29
MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration Paper • 2602.01734 • Published Feb 2 • 32
MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration Paper • 2602.01734 • Published Feb 2 • 32
SIGMA: An AI-Empowered Training Stack on Early-Life Hardware Paper • 2512.13488 • Published Dec 15, 2025