conftrace_

long-term memory

53 papers

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Also known as

LTM

Co-occurring keywords

large language model (13587) dialogue system (1667) memory retrieval (46) reinforcement learning (4352) retrieval-augmented generation (1592) short-term memory (18) question answering (2963) continual learning (1181) sequence modeling (288) memory mechanism (70)

Papers

Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents ACL 2026
Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents ACL 2026
Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory ACL 2026
HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents ACL 2026
MUTrack: A Memory-Aware Unified Representation Framework for Visual Tracking AAAI 2026
Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents ACL 2026
HyperMem: Hypergraph Memory for Long-Term Conversations ACL 2026
AR-Nav Benchmark: Augmented Reality Navigation with Vision and Language AAAI 2026
Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems ACL 2026
Lightweight LLM Agent Memory with Small Language Models ACL 2026
MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards ACL 2026
Hindsight: Structured Agent Memory that Retains, Recalls, and Reflects ACL 2026
CloneMem: Benchmarking Long-Term Memory for AI Clones ACL 2026
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History CONLL 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents EMNLP 2025
Memory OS of AI Agent EMNLP 2025
From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions ACL 2025
CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding COLING 2025
LLM-Based Behavior Prediction for Social Media Users with Continuous Memory AACL 2025
Long-Context State-Space Video World Models ICCV 2025
Bridging Intuitive Associations and Deliberate Recall: Empowering LLM Personal Assistant with Graph-Structured Long-term Memory ACL 2025
Evaluating the Long-Term Memory of Large Language Models ACL 2025
AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025
FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games EMNLP 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ACL 2025