LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published 13 days ago • 35
A Comprehensive Study of Knowledge Editing for Large Language Models Paper • 2401.01286 • Published Jan 2, 2024 • 21
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models Paper • 2402.03049 • Published Feb 5, 2024 • 1
Detoxifying Large Language Models via Knowledge Editing Paper • 2403.14472 • Published Mar 21, 2024 • 3
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models Paper • 2405.14768 • Published May 23, 2024 • 1
Automating Steering for Safe Multimodal Large Language Models Paper • 2507.13255 • Published Jul 17, 2025 • 4
LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published Oct 21, 2025 • 115
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics Paper • 2602.02343 • Published Feb 2 • 13
How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities Paper • 2603.02578 • Published Mar 3 • 25
Efficient Document Parsing via Parallel Token Prediction Paper • 2603.15206 • Published about 1 month ago • 3
Efficient Document Parsing via Parallel Token Prediction Paper • 2603.15206 • Published about 1 month ago • 3