Archive - AI in Production

Generative (TrOCR) models calibration

Teaching a generative TrOCR model to know what it doesn't know

Dec 13, 2023 •

November 2023

LinguaAI: AI-Powered Personalized Conversations for Comprehensive Language Learning

Beyond Traditional Learning: The GPT-4 Edge in Adaptive Language Tutoring for any Language and any Level.

Nov 2, 2023 •

Mihaela Bakšić

August 2023

July 2023

May 2023

Data Extraction from Invoice Type Documents using Large Language Models

Towards tailored made AI models that adapt to changes and match the needs and demands of a dynamic real-world environment.

May 23, 2023 •

Mihaela Kakarigi

and

January 2023

Annotation Team Lead and Teamwork

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

Jan 13, 2023 •

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, 2023 •

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.

Jan 11, 2023 •

and

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