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

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Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

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3 min read
Training Language Models to Generate Text with Citations via Fine-grained Rewards

Training Language Models to Generate Text with Citations via Fine-grained Rewards

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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
From Sparse to Soft Mixtures of Experts

From Sparse to Soft Mixtures of Experts

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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
Transformers Can Do Arithmetic with the Right Embeddings

Transformers Can Do Arithmetic with the Right Embeddings

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4 min read
InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars

InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars

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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
Attention as an RNN

Attention as an RNN

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4 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
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry

BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry

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4 min read
TimeGPT-1

TimeGPT-1

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4 min read
Robust Classification via a Single Diffusion Model

Robust Classification via a Single Diffusion Model

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4 min read
Fractal Patterns May Illuminate the Success of Next-Token Prediction

Fractal Patterns May Illuminate the Success of Next-Token Prediction

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5 min read
VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

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4 min read
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