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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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TinyLlama: An Open-Source Small Language Model

TinyLlama: An Open-Source Small Language Model

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4 min read
Scalable MatMul-free Language Modeling

Scalable MatMul-free Language Modeling

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5 min read
Graph Convolutional Branch and Bound

Graph Convolutional Branch and Bound

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4 min read
Improving Text Embeddings with Large Language Models

Improving Text Embeddings with Large Language Models

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3 min read
Vision-LSTM: xLSTM as Generic Vision Backbone

Vision-LSTM: xLSTM as Generic Vision Backbone

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4 min read
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets

Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets

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4 min read
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

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5 min read
Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning

Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning

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3 min read
Improving Alignment and Robustness with Short Circuiting

Improving Alignment and Robustness with Short Circuiting

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4 min read
Open-Endedness is Essential for Artificial Superhuman Intelligence

Open-Endedness is Essential for Artificial Superhuman Intelligence

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4 min read
Approximate Nearest Neighbor Search with Window Filters

Approximate Nearest Neighbor Search with Window Filters

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3 min read
Scalable Detection of Salient Entities in News Articles

Scalable Detection of Salient Entities in News Articles

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3 min read
Common Pitfalls in Machine Learning Model Inference for Beginners and How to Solve Them

Common Pitfalls in Machine Learning Model Inference for Beginners and How to Solve Them

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2 min read
Statistics for Data Science and Machine Learning

Statistics for Data Science and Machine Learning

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9 min read
Understanding Generative AI and LLMs

Understanding Generative AI and LLMs

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3 min read
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