Towards AI

OCTOBER 31, 2024

Data analytics has become a key driver of commercial success in recent years. The ability to turn large data sets into actionable insights can mean the difference between a successful campaign and missed opportunities. Flipping the paradigm: Using AI to enhance data quality What if we could change the way we think about data quality?

Data Quality 122

Data Quality Data Scarcity Automation Natural Language Processing 122

Marktechpost

OCTOBER 11, 2024

GANs are a proven technique for creating realistic, high-quality synthetic data. Distilabel is a scalable, efficient, and flexible solution suitable for various AI applications, including image classification, natural language processing, and medical imaging.

Data Scarcity 109

Data Scarcity Neural Network Natural Language Processing Machine Learning 109

Marktechpost

MAY 8, 2024

These technologies have revolutionized computer vision, robotics, and natural language processing and played a pivotal role in the autonomous driving revolution. Over the past decade, advancements in deep learning and artificial intelligence have driven significant strides in self-driving vehicle technology.

Deep Learning 122

Deep Learning Neural Network Data Scarcity Natural Language Processing 122

Viso.ai

DECEMBER 18, 2023

Instead of relying on organic events, we generate this data through computer simulations or generative models. Synthetic data can augment existing datasets, create new datasets, or simulate unique scenarios. Specifically, it solves two key problems: data scarcity and privacy concerns.

Computer Vision 52

Computer Vision Neural Network Auto-complete Data Scarcity 52

Unite.AI

MARCH 13, 2024

Introduction The field of natural language processing (NLP) and language models has experienced a remarkable transformation in recent years, propelled by the advent of powerful large language models (LLMs) like GPT-4, PaLM, and Llama. The implications of SaulLM-7B's success extend far beyond academic benchmarks.

Natural Language Processing 204

Natural Language Processing Large Language Models Data Scarcity LLM 204