MemoryLACE: Memory Lifecycle-Aware Consolidation and Evidence Retrieval
cs.CL, cs.LG
Submitted: 2026-09-02
Updated: 2026-09-02
Terminology
Sources
- Memory in the Age of AI Agents
- Generative Agents: Interactive Simulacra of Human Behavior
- MemGPT: Towards LLMs as Operating Systems
- SimpleMem: Efficient Lifelong Memory for LLM Agents
- On Memory Construction and Retrieval for Personalized Conversational Agents
- A Simple Yet Strong Baseline for Long-Term Conversational Memory of LLM Agents
- TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents
- HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents
- Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
- Evaluating Memory Structure in LLM Agents
- Hindsight is 20/20: Building Agent Memory that Retains, Recalls, and Reflects
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
- MemOS: A Memory OS for AI System
- Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
- Zep: A Temporal Knowledge Graph Architecture for Agent Memory
- Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Related papers
- Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving
- Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements
- Subliminal Steering: Stronger Encoding of Hidden Signals
- MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
- The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
- Untangling the Mechanisms of Misleading Context in Medical Question Answering