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

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Ephemeral Rollups are All you Need

Ephemeral Rollups are All you Need

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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
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
Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM

Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM

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4 min read
Attention as an RNN

Attention as an RNN

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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
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
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

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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
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
The CAP Principle for LLM Serving

The CAP Principle for LLM Serving

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4 min read
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
Transformers Can Do Arithmetic with the Right Embeddings

Transformers Can Do Arithmetic with the Right Embeddings

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4 min read
Thermodynamic Natural Gradient Descent

Thermodynamic Natural Gradient Descent

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5 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
A Declarative System for Optimizing AI Workloads

A Declarative System for Optimizing AI Workloads

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4 min read
Self-playing Adversarial Language Game Enhances LLM Reasoning

Self-playing Adversarial Language Game Enhances LLM Reasoning

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

ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

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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
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
Track Anything Rapter(TAR)

Track Anything Rapter(TAR)

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3 min read
UFO: A UI-Focused Agent for Windows OS Interaction

UFO: A UI-Focused Agent for Windows OS Interaction

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4 min read
Power Hungry Processing: Watts Driving the Cost of AI Deployment?

Power Hungry Processing: Watts Driving the Cost of AI Deployment?

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4 min read
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