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Surge AI

Surge AI

Context Matters in Data-Centric NLP

In model-centric approaches to AI, you accept the data you’re given and focus on iteratively improving your model. In data-centric AI…

Dec 24, 2021

Context Matters in Data-Centric NLP

Dec 24, 2021

Surge AI

Evaluating Language Models: An Introduction to Perplexity in NLP

New, state-of-the-art language models like DeepMind’s Gopher, Microsoft’s Megatron, and OpenAI’s GPT-3 are driving a wave of innovation in…

Dec 15, 2021

Evaluating Language Models: An Introduction to Perplexity in NLP

Dec 15, 2021

Surge AI

Inter-Annotator Agreement: An Introduction to Cohen’s Kappa Statistic

(This is a crosspost from the official Surge AI blog. If you need help with data labeling and NLP, say hello!)

Dec 15, 2021

Inter-Annotator Agreement: An Introduction to Cohen’s Kappa Statistic

Dec 15, 2021

Surge AI

The Dangers of Context-Insensitivity in NLP

Wow. This shit is sick!‍

Nov 27, 2021

The Dangers of Context-Insensitivity in NLP

Nov 27, 2021

Surge AI

A Cartoon Guide to Language Models in NLP (Part 1: Intuition)

(This is a crosspost from the official Surge AI blog. If you need help with data labeling and NLP, say hello!)

Nov 14, 2021

A Cartoon Guide to Language Models in NLP (Part 1: Intuition)

Nov 14, 2021

Surge AI

AI’s Missing Piece: High-Quality Training Data

In theory, AI has blown past our wildest dreams; in practice, Siri can’t even tell us the weather. The problem? Creating high-quality…

Oct 28, 2020

AI’s Missing Piece: High-Quality Training Data

Oct 28, 2020

Surge AI

Surge AI

The world’s most powerful data labeling platform, designed from the ground up for stunning AI. https://www.surgehq.ai

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