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Data Science allows us to extract meaning from and interpret data.

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Many-Shot In-Context Learning

Many-Shot In-Context Learning

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4 min read
YOLOv10: Real-Time End-to-End Object Detection

YOLOv10: Real-Time End-to-End Object Detection

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3 min read
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

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4 min read
ExcelFormer: Can a DNN be a Sure Bet for Tabular Prediction?

ExcelFormer: Can a DNN be a Sure Bet for Tabular Prediction?

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3 min read
The CAP Principle for LLM Serving

The CAP Principle for LLM Serving

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4 min read
AI-Assisted Assessment of Coding Practices in Modern Code Review

AI-Assisted Assessment of Coding Practices in Modern Code Review

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4 min read
Why are Sensitive Functions Hard for Transformers?

Why are Sensitive Functions Hard for Transformers?

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4 min read
Thermodynamic Natural Gradient Descent

Thermodynamic Natural Gradient Descent

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5 min read
Pareto Optimal Learning for Estimating Large Language Model Errors

Pareto Optimal Learning for Estimating Large Language Model Errors

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4 min read
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

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4 min read
Representation noising effectively prevents harmful fine-tuning on LLMs

Representation noising effectively prevents harmful fine-tuning on LLMs

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5 min read
Levels of AGI for Operationalizing Progress on the Path to AGI

Levels of AGI for Operationalizing Progress on the Path to AGI

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4 min read
Transformers Can Do Arithmetic with the Right Embeddings

Transformers Can Do Arithmetic with the Right Embeddings

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Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

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5 min read
ColorFoil: Investigating Color Blindness in Large Vision and Language Models

ColorFoil: Investigating Color Blindness in Large Vision and Language Models

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4 min read
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