AI in Production

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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.
 • 
Mihaela Bakšić
August 2023
Multi-Task Learning with Intermediate Continual Learning for Industry NLP Use Cases
Utilizing adapters and hypernetworks to efficiently, effectively, and continuously train multiple tasks
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Tin Ferković
Exploring State-of-the-Art Models for Document-Level Entity Relation Extraction
Document-level entity relation extraction involves identifying and categorizing relationships between entities mentioned within whole documents, rather…
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Dunja Smigovec
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.
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Mihaela Kakarigi
 and 
Zeljko
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). It involves adding labels…
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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…
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Marko Cvjetko
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…
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Eva Jagodić
 and 
Bruno Šarlija
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