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Memory

416 directly classified papers

Papers per year

Papers

Continual learning of multi-modal dynamics with external memory L4DC 2024

Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NIPS 2024

MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding CVPR 2024

Predictive Attractor Models NIPS 2024

Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models EMNLP 2024

Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models NIPS 2024

MovieChat: From Dense Token to Sparse Memory for Long Video Understanding CVPR 2024

QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024

Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning COLING 2024

FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models ACL 2024

Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers NIPS 2024

TTM-RE: Memory-Augmented Document-Level Relation Extraction ACL 2024

On the Multi-turn Instruction Following for Conversational Web Agents ACL 2024

An Adversarial Example for Direct Logit Attribution: Memory Management in GELU-4L EMNLP 2024

Working Memory Identifies Reasoning Limits in Language Models EMNLP 2024

Memory-Augmenting Decoder-Only Language Models through Encoders (Student Abstract) AAAI 2024

SirLLM: Streaming Infinite Retentive LLM ACL 2024

PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024

Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling EACL 2024

Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement EACL 2024

SDMTR: A Brain-inspired Transformer for Relation Inference AISTATS 2024

Graph Representations for Machine Translation in Dialogue Settings EMNLP 2024

MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024

LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination NAACL 2024

Leitner-Guided Memory Replay for Cross-lingual Continual Learning NAACL 2024