An ML Newsletter from Novetta Welcome to the October 2020 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: Smaller and better NLP models A new open source instance segmentation model Uncovering hidden biases in image […]
An ML Newsletter from Novetta Welcome to the September 2020 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: Smaller NLP models Big developments for major hardware and cloud companies New model deployment options for AWS […]
An ML Newsletter from Novetta Welcome to the August 2020 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: A faster implementation for object detection Better explainability tools for text models Advances in language models and […]
An ML Newsletter from Novetta Welcome to the July 2020 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This is another special month, as we invited additional members of our 2020 intern class to share their latest findings. They selected topics covering: […]
An ML Newsletter from Novetta Welcome to the June 2020 installment of BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This is a special month, as we invited members of our 2020 intern class to provide their thoughts. They selected topics covering: […]
An ML Newsletter from Novetta Welcome to the May 2020 installment of BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month’s topics include: New open source translation models Synthetic audio generation Resources for learning about advances in machine learning Open Source […]
An ML Newsletter from Novetta Welcome to the April 2020 installment of BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month’s topics include: Creative applications of synthetic data to improve model accuracy How deep learning may speed development of a COVID-19 […]
In newspaper articles, emails, and other texts, it is natural to reference dates in relation to the publication date. For example, you will commonly see phrases like “yesterday” and “two weeks ago.” However, if you read an article a year after it was published, these timeframes are not immediately clear. […]
Natural Language Processing (NLP) has advanced significantly since 2018, when ULMFiT and Google’s release of the BERT language model approached human-level performance on a range of use cases. Since then, several models, such as XLM, GPT-2, XLNet, and ALBERT, have been released in quick succession, each improving on its predecessors. While these state-of-the-art models can solve human-level, language-based […]
An ML Newsletter from Novetta Welcome to the March 2020 installment of BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month’s topics include: AdaptNLP, an open source framework for state-of-the-art Natural Language Processing (NLP) A new competition for geospatial AI applications […]
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