Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering
Paper • 2204.04581 • Published • 1
Memory
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Retrieval-Augmented Multimodal Language Modeling
Paper • 2211.12561 • Published • 1 -
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories
Paper • 2212.10511 • Published • 1 -
Memorizing Transformers
Paper • 2203.08913 • Published • 2 -
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation
Paper • 2308.08239 • Published • 1 -
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content
Paper • 2305.14806 • Published • 1 -
Aspects of human memory and Large Language Models
Paper • 2311.03839 • Published • 1 -
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models
Paper • 2308.15022 • Published • 4 -
Learning to Reason and Memorize with Self-Notes
Paper • 2305.00833 • Published • 5 -
Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System
Paper • 2304.13343 • Published • 1 -
Cognitive Architectures for Language Agents
Paper • 2309.02427 • Published • 8 -
ExpeL: LLM Agents Are Experiential Learners
Paper • 2308.10144 • Published • 3 -
JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models
Paper • 2311.05997 • Published • 37 -
Incremental Task Learning with Incremental Rank Updates
Paper • 2207.09074 • Published • 1 -
ProSG: Using Prompt Synthetic Gradients to Alleviate Prompt Forgetting of RNN-like Language Models
Paper • 2311.01981 • Published • 1 -
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture
Paper • 2310.03052 • Published • 4 -
Augmented Large Language Models with Parametric Knowledge Guiding
Paper • 2305.04757 • Published • 2 -
Cached Transformers: Improving Transformers with Differentiable Memory Cache
Paper • 2312.12742 • Published • 13 -
Memory Augmented Language Models through Mixture of Word Experts
Paper • 2311.10768 • Published • 19 -
StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
Paper • 2311.14495 • Published • 1 -
Extending Memory for Language Modelling
Paper • 2305.11462 • Published -
HMT: Hierarchical Memory Transformer for Long Context Language Processing
Paper • 2405.06067 • Published • 2 -
Stateful Memory-Augmented Transformers for Dialogue Modeling
Paper • 2209.07634 • Published • 1 -
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Paper • 2405.14831 • Published • 5 -
THEANINE: Revisiting Memory Management in Long-term Conversations with Timeline-augmented Response Generation
Paper • 2406.10996 • Published • 35 -
Memory^3: Language Modeling with Explicit Memory
Paper • 2407.01178 • Published • 4 -
MemLong: Memory-Augmented Retrieval for Long Text Modeling
Paper • 2408.16967 • Published • 3