Memory

Evaluating Very Long-Term Conversational Memory of LLM Agents ACL 2024 Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information EMNLP 2024 FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models ACL 2024 Gated Slot Attention for Efficient Linear-Time Sequence Modeling NeurIPS 2024 Graph Representations for Machine Translation in Dialogue Settings EMNLP 2024 HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NeurIPS 2024 It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition ICLR 2024 L2MAC: Large Language Model Automatic Computer for Extensive Code Generation ICLR 2024 Leitner-Guided Memory Replay for Cross-lingual Continual Learning NAACL 2024 Linking In-context Learning in Transformers to Human Episodic Memory NeurIPS 2024 LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination NAACL 2024 Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024 MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding CVPR 2024 MemoNav: Working Memory Model for Visual Navigation CVPR 2024 Memorizing Documents with Guidance in Large Language Models IJCAI 2024 Memory-Augmenting Decoder-Only Language Models through Encoders (Student Abstract) AAAI 2024 MemoryBank: Enhancing Large Language Models with Long-Term Memory AAAI 2024 MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models COLING 2024 MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024 Microstructures and Accuracy of Graph Recall by Large Language Models NeurIPS 2024 MovieChat: From Dense Token to Sparse Memory for Long Video Understanding CVPR 2024 Naive Bayes-based Context Extension for Large Language Models NAACL 2024 On the Multi-turn Instruction Following for Conversational Web Agents ACL 2024 Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NeurIPS 2024 Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NeurIPS 2024