Memory

PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024 Predictive Attractor Models NeurIPS 2024 Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes NeurIPS 2024 QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024 QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024 Relating Hopfield Networks to Episodic Control NeurIPS 2024 SDMTR: A Brain-inspired Transformer for Relation Inference AISTATS 2024 Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning COLING 2024 SirLLM: Streaming Infinite Retentive LLM ACL 2024 SMR: State Memory Replay for Long Sequence Modeling ACL 2024 Spatially-Aware Transformers for Embodied Agents ICLR 2024 STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction ICLR 2024 Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling EACL 2024 Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control ICLR 2024 The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks. ICLR 2024 Traveling Waves Encode The Recent Past and Enhance Sequence Learning ICLR 2024 TTM-RE: Memory-Augmented Document-Level Relation Extraction ACL 2024 When Context Leads but Parametric Memory Follows in Large Language Models EMNLP 2024 Working Memory Capacity of ChatGPT: An Empirical Study AAAI 2024 Working Memory Identifies Reasoning Limits in Language Models EMNLP 2024 A Machine with Short-Term, Episodic, and Semantic Memory Systems AAAI 2023 A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information ACL 2023 Analogy-Forming Transformers for Few-Shot 3D Parsing ICLR 2023 A New Modeling Framework for Continuous, Sequential Domains AISTATS 2023 Augmenting Language Models with Long-Term Memory NeurIPS 2023