Memory

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025 TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting ICLR 2025 Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling EMNLP 2025 Understanding Factual Recall in Transformers via Associative Memories ICLR 2025 Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025 ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning EMNLP 2025 VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms EMNLP 2025 VMem: Consistent Interactive Video Scene Generation with Surfel-Indexed View Memory ICCV 2025 What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT CoNLL 2025 When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract) AAAI 2025 A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks ICLR 2024 A Framework for Inference Inspired by Human Memory Mechanisms ICLR 2024 An Adversarial Example for Direct Logit Attribution: Memory Management in GELU-4L EMNLP 2024 Back to the Continuous Attractor NeurIPS 2024 Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models NeurIPS 2024 Chain and Causal Attention for Efficient Entity Tracking EMNLP 2024 Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement EACL 2024 Computation with Sequences of Assemblies in a Model of the Brain ALT 2024 Conceptual Pacts for Reference Resolution Using Small, Dynamically Constructed Language Models: A Study in Puzzle Building Dialogues COLING 2024 Consecutive Batch Model Editing with HooK Layers EMNLP 2024 Continual learning of multi-modal dynamics with external memory L4DC 2024 Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024 Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models EMNLP 2024 Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers NeurIPS 2024 Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning ICLR 2024