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

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Lessons from the Trenches on Reproducible Evaluation of Language Models
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Lessons from the Trenches on Reproducible Evaluation of Language Models

#machinelearning #ai #beginners #datascience
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5 min read
Extracting Prompts by Inverting LLM Outputs
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Extracting Prompts by Inverting LLM Outputs

#machinelearning #ai #beginners #datascience
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4 min read
Models That Prove Their Own Correctness
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Models That Prove Their Own Correctness

#machinelearning #ai #beginners #datascience
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5 min read
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
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ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

#machinelearning #ai #beginners #datascience
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4 min read
Surveilling the Masses with Wi-Fi-Based Positioning Systems
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Surveilling the Masses with Wi-Fi-Based Positioning Systems

#machinelearning #ai #beginners #datascience
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5 min read
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
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Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA

#machinelearning #ai #beginners #datascience
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4 min read
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection
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XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

#machinelearning #ai #beginners #datascience
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4 min read
Not All Language Model Features Are Linear
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Not All Language Model Features Are Linear

#machinelearning #ai #beginners #datascience
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4 min read
Many-Shot In-Context Learning
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Many-Shot In-Context Learning

#machinelearning #ai #beginners #datascience
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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

#machinelearning #ai #beginners #datascience
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4 min read
Levels of AGI for Operationalizing Progress on the Path to AGI
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Levels of AGI for Operationalizing Progress on the Path to AGI

#machinelearning #ai #beginners #datascience
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4 min read
The CAP Principle for LLM Serving
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The CAP Principle for LLM Serving

#machinelearning #ai #beginners #datascience
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4 min read
Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!
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Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

#machinelearning #ai #beginners #datascience
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5 min read
Self-playing Adversarial Language Game Enhances LLM Reasoning
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Self-playing Adversarial Language Game Enhances LLM Reasoning

#machinelearning #ai #beginners #datascience
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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

#machinelearning #ai #beginners #datascience
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4 min read
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