Archive - AI in Production

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Annotation Team Lead and Teamwork

Document annotation is a crucial step in training AI models, particularly in the context of Natural Language Processing (NLP). It involves adding labels…

Jan 13 •

Dragan Kraljević

Named Entity Recognition Using a Pre-Trained LayoutLMv2 Model

The amount of data generated by humans is ever-increasing, much of which is stored in documents and forms that need to be analyzed to extract relevant…

Jan 11 •

Named Entity Recognition using BERT on Subsampled Datasets

The Named-Entity Recognition (NER) system I worked on during my internship at doXray is part of a live production system. At doXray, models in…

Jan 11 •

and

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