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BASELINE • November 2020

An ML Newsletter from Novetta One year ago we launched the Baseline to provide insight into machine learning topics that we found interesting. During that time 19 different authors, including 11 interns, have covered a broad range of topics relevant to the Defense and Intelligence Communities. With this anniversary, we […]

BASELINE • October 2020

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 […]

BASELINE • September 2020

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 […]

BASELINE • AUGUST 2020

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 […]

BASELINE • JULY 2020

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: […]

BASELINE • JUNE 2020

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: […]

BASELINE • May 2020

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 […]

BASELINE • April 2020

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 […]

Resolving Dates with NLP

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. […]

BASELINE • March 2020

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 […]