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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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ColPali: Efficient Document Retrieval with Vision Language Models

ColPali: Efficient Document Retrieval with Vision Language Models

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4 min read
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

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4 min read
X-ray Made Simple: Radiology Report Generation and Evaluation with Layman's Terms

X-ray Made Simple: Radiology Report Generation and Evaluation with Layman's Terms

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4 min read
Reasoning in Large Language Models: A Geometric Perspective

Reasoning in Large Language Models: A Geometric Perspective

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5 min read
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

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4 min read
Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Learning to (Learn at Test Time): RNNs with Expressive Hidden States

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3 min read
Exploring the Latest LLMs for Leaderboard Extraction

Exploring the Latest LLMs for Leaderboard Extraction

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4 min read
Simulacra as Conscious Exotica

Simulacra as Conscious Exotica

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4 min read
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

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4 min read
What's the Magic Word? A Control Theory of LLM Prompting

What's the Magic Word? A Control Theory of LLM Prompting

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4 min read
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

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4 min read
There Has To Be a Lot That We're Missing: Moderating AI-Generated Content on Reddit

There Has To Be a Lot That We're Missing: Moderating AI-Generated Content on Reddit

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4 min read
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

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4 min read
FACTS About Building Retrieval Augmented Generation-based Chatbots

FACTS About Building Retrieval Augmented Generation-based Chatbots

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4 min read
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

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4 min read
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