Abreu Magalhães

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upvoted a paper 2 days ago

Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 4 days ago • 65

upvoted a paper 16 days ago

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 25 days ago • 121

upvoted 2 papers 2 months ago

COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training

Paper • 2410.19313 • Published Oct 25, 2024 • 19

Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction

Paper • 2410.21169 • Published Oct 28, 2024 • 30

upvoted 10 papers 3 months ago

MiniPLM: Knowledge Distillation for Pre-Training Language Models

Paper • 2410.17215 • Published Oct 22, 2024 • 14

Pre-training Distillation for Large Language Models: A Design Space Exploration

Paper • 2410.16215 • Published Oct 21, 2024 • 16

Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception

Paper • 2410.12788 • Published Oct 16, 2024 • 24

Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free

Paper • 2410.10814 • Published Oct 14, 2024 • 49

Toward General Instruction-Following Alignment for Retrieval-Augmented Generation

Paper • 2410.09584 • Published Oct 12, 2024 • 47

Agent S: An Open Agentic Framework that Uses Computers Like a Human

Paper • 2410.08164 • Published Oct 10, 2024 • 24

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 169

Selective Attention Improves Transformer

Paper • 2410.02703 • Published Oct 3, 2024 • 24

Addition is All You Need for Energy-efficient Language Models

Paper • 2410.00907 • Published Oct 1, 2024 • 145

MinerU: An Open-Source Solution for Precise Document Content Extraction

Paper • 2409.18839 • Published Sep 27, 2024 • 27

upvoted 6 papers 4 months ago

EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 26

Making Text Embedders Few-Shot Learners

Paper • 2409.15700 • Published Sep 24, 2024 • 30

Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation

Paper • 2409.12941 • Published Sep 19, 2024 • 23

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Paper • 2409.11136 • Published Sep 17, 2024 • 22

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval

Paper • 2409.10516 • Published Sep 16, 2024 • 41

Attention Heads of Large Language Models: A Survey

Paper • 2409.03752 • Published Sep 5, 2024 • 89