2026
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning
ICML 2026poster
While reasoning over long context is crucial for various real-world applications, it remains challenging for large language models (LLMs) as they suffer from performance degradation as the context length grows. Recent work MemAgent has tried to tackle this by processing context chunk-by-chunk in an …