Topics started by hannes

1 Topic

hannes
hannesDigits Team
published in Engineering

Training and Deploying State of the Art Transformer Models at Digitsliving model

Understanding banking transactions as they happen, in real-time, is core to our mission with Digits Search. You can’t answer important finance questions with bad data.Transaction descriptions contain valuable information which helps us understand and communicate our customers’ business activity. The information we extract is then indexed and made available via Digits Search, and presented in a far more human-readable and intuitive manner than they would get from reviewing their raw bank or credit card statements.Here we wanted to share a peek behind the curtains on how we extract transaction information with Natural Language Processing (NLP) at Digits. You’ll learn how we apply state-of-the-art Transformer models to this problem and how we go from an ML model idea all the way to a production integration with our Digits Search product.Our PlanInformation can be extracted from unstructured text through a process called Named Entity Recognition (NER). This NLP concept has been around for

1700
hannes
1 year ago

Badge winners

Show all badges
Terms & ConditionsCookie settings