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Data Science

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

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Learning to Infer Generative Template Programs for Visual Concepts
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Learning to Infer Generative Template Programs for Visual Concepts

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4 min read
A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents

A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents

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5 min read
Teams of LLM Agents can Exploit Zero-Day Vulnerabilities
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Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

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4 min read
Defending LLMs against Jailbreaking Attacks via Backtranslation
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Defending LLMs against Jailbreaking Attacks via Backtranslation

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3 min read
CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

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4 min read
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models
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Semantically Diverse Language Generation for Uncertainty Estimation in Language Models

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4 min read
Golden Ratio Yoshimura for Meta-Stable and Massively Reconfigurable Deployment
Cover image for Golden Ratio Yoshimura for Meta-Stable and Massively Reconfigurable Deployment

Golden Ratio Yoshimura for Meta-Stable and Massively Reconfigurable Deployment

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4 min read
Thermodynamic Linear Algebra

Thermodynamic Linear Algebra

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3 min read
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?
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Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?

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4 min read
The Bayesian Learning Rule

The Bayesian Learning Rule

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5 min read
Creativity Has Left the Chat: The Price of Debiasing Language Models

Creativity Has Left the Chat: The Price of Debiasing Language Models

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3 min read
Guardrail Baselines for Unlearning in LLMs
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Guardrail Baselines for Unlearning in LLMs

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4 min read
Magicoder: Empowering Code Generation with OSS-Instruct

Magicoder: Empowering Code Generation with OSS-Instruct

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5 min read
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey
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Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

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5 min read
UNIQUE KEY in SQL

UNIQUE KEY in SQL

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1 min read
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