Surge AIContext Matters in Data-Centric NLPIn 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, 2021Dec 24, 2021
Surge AIEvaluating Language Models: An Introduction to Perplexity in NLPNew, 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, 20211Dec 15, 20211
Surge AIInter-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, 2021Dec 15, 2021
Surge AIA 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, 2021Nov 14, 2021
Surge AIAI’s Missing Piece: High-Quality Training DataIn 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, 2020Oct 28, 2020