Nick SorrosinMantisNLPAI year in reviewThis has been a particularly transformative year in AI. The launch of ChatGPT late last year has sparked a race in both industry and…6 min read·Dec 21, 2023----
Nick SorrosinMantisNLPPrototyping with Large Language Models 🪄Do we even need annotated data anymore?4 min read·Apr 20, 2023----
Nick SorrosinMantisNLPEight examples is all you need ✨It is no secret that the power of machine learning models comes from the data that they are trained on. It should come as no surprise then…6 min read·Mar 1, 2023--1--1
Nick SorrosinMantisNLPSpeed up 🏎️ data annotation with active learning ✨Access to high quality annotated data remains one of the biggest limiting factors preventing companies from progressing an AI use case into…5 min read·Nov 9, 2022----
Nick SorrosinMantisNLPMatch text from different domains using language models 📑Organizations with a large collection (corpus) of documents often need to find similar documents. For a grant-giving organization (for…5 min read·Sep 28, 2022----
Nick SorrosinMantisNLPHow to organize your grants using machine learning 🏷Large grant giving organizations like the Wellcome Trust or Cancer Research UK receive thousands of applications for funding grants each…4 min read·Aug 3, 2022----
Nick SorrosinMantisNLPMLOps with SageMaker — Part IHow to effortlessly train sklearn 📊, pytorch🔥, and transformers 🤗 models in the cloud7 min read·May 4, 2022----
Nick SorrosinMantisNLPMaking an optimisation algorithm 10k times faster 🏎How we made our multilabel classification threshold optimizer converge in minutes instead of days7 min read·Apr 13, 2022----