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Data Science

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

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Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences

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4 min read
Microsoft’s Phi-3 model is cool tech, but local LLMs are useless
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Microsoft’s Phi-3 model is cool tech, but local LLMs are useless

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7 min read
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs

ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs

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5 min read
ReportLite Practice: Multi-layered cross-reports with complex formats

ReportLite Practice: Multi-layered cross-reports with complex formats

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3 min read
Ten Hard Problems in Artificial Intelligence We Must Get Right

Ten Hard Problems in Artificial Intelligence We Must Get Right

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4 min read
Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

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5 min read
TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
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TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding

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5 min read
AI Consciousness is Inevitable: A Theoretical Computer Science Perspective

AI Consciousness is Inevitable: A Theoretical Computer Science Perspective

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4 min read
Interpretable Graph Neural Networks for Tabular Data

Interpretable Graph Neural Networks for Tabular Data

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4 min read
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

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4 min read
Deep Neural Networks via Complex Network Theory: a Perspective

Deep Neural Networks via Complex Network Theory: a Perspective

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4 min read
How to Detect Small Objects
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How to Detect Small Objects

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12 min read
What is SQL in picture
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What is SQL in picture

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1 min read
Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding
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Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding

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4 min read
From $r$ to $Q^*$: Your Language Model is Secretly a Q-Function
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From $r$ to $Q^*$: Your Language Model is Secretly a Q-Function

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4 min read
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