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

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Generative Multimodal Models are In-Context Learners

Generative Multimodal Models are In-Context Learners

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4 min read
Assemblage: Automatic Binary Dataset Construction for Machine Learning

Assemblage: Automatic Binary Dataset Construction for Machine Learning

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4 min read
From ETL to Modern Integration Platforms

From ETL to Modern Integration Platforms

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4 min read
The Psychosocial Impacts of Generative AI Harms

The Psychosocial Impacts of Generative AI Harms

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4 min read
Popular data science libraries

Popular data science libraries

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9 min read
TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness

TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness

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3 min read
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

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4 min read
What to use parquet or CSV?

What to use parquet or CSV?

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3 min read
Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Beyond Memorization: Violating Privacy Via Inference with Large Language Models

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3 min read
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

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4 min read
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

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4 min read
Poisoning Web-Scale Training Datasets is Practical

Poisoning Web-Scale Training Datasets is Practical

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3 min read
Prompt Design and Engineering: Introduction and Advanced Methods

Prompt Design and Engineering: Introduction and Advanced Methods

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4 min read
A Simple and Effective Pruning Approach for Large Language Models

A Simple and Effective Pruning Approach for Large Language Models

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3 min read
Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

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3 min read
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