Stamatis Karlos's picture

Stamatis Karlos

stkarlos

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https://amulet.csd.auth.gr/

AI & ML interests

Semi-supervised Learning Active Learning Ensemble models

Organizations

None yet

upvoted an article 9 months ago

Article

Provence: efficient and robust context pruning for retrieval-augmented generation

Jan 28, 2025

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25

upvoted a collection 9 months ago

GoLLIE

We present GoLLIE, a Large Language Model trained to follow annotation guidelines that outperforms previous approaches on zero-shot IE. • 4 items • Updated 25 days ago • 22

upvoted 2 articles about 1 year ago

Article

An Introduction to AI Model Optimization Techniques

Apr 18, 2025

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28

Article

🦙⚗️ Using Llama3 and distilabel to build fine-tuning datasets

Jun 4, 2024

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79

upvoted a paper over 1 year ago

Personalized Graph-Based Retrieval for Large Language Models

Paper • 2501.02157 • Published Jan 4, 2025 • 32