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…6 min read·Dec 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…9 min read·Dec 15, 2021--1--1
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!)6 min read·Dec 15, 2021----
Surge AIThe Dangers of Context-Insensitivity in NLPWow. This shit is sick!6 min read·Nov 27, 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!)8 min read·Nov 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…6 min read·Oct 28, 2020----