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Data Science

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

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Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks
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Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

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3 min read
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

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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
From Sparse to Soft Mixtures of Experts

From Sparse to Soft Mixtures of Experts

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4 min read
The CAP Principle for LLM Serving
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The CAP Principle for LLM Serving

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4 min read
Evaluation of the Programming Skills of Large Language Models

Evaluation of the Programming Skills of Large Language Models

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3 min read
Thermodynamic Natural Gradient Descent

Thermodynamic Natural Gradient Descent

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5 min read
Transformers Can Do Arithmetic with the Right Embeddings
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Transformers Can Do Arithmetic with the Right Embeddings

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4 min read
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
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Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

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3 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
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
Self-playing Adversarial Language Game Enhances LLM Reasoning
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Self-playing Adversarial Language Game Enhances LLM Reasoning

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4 min read
Attention as an RNN

Attention as an RNN

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4 min read
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
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Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

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

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4 min read
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