Machine Learning Algorithms & Natural Language Processing

Aug 5, 2026 · Artificial Intelligence

Large-Model Memory Panorama: The 3‑D Taxonomy Unveiled by Tsinghua’s Tang Jie Team

This review maps the evolving landscape of large‑model memory, classifying mechanisms along three axes—representation, update dynamics, and persistence—while contrasting implicit and explicit approaches, discussing hybrid designs, and outlining challenges such as write strategies, stability, capacity, and evaluation metrics.