The itemis blog

Accumulated IT knowledge

Data Science, Machine Learning, A.I.

natlagram: Creating Diagrams From Text With the Help of GPT and Kroki

Natlagram is a tool that allows users to generate diagrams from their natural language descriptions. This application is built around OpenAI's GPT and the Kroki diagram tool, making it easy for users to describe structures and processes from any domain to receive ...

by Rafael Tappe Maestro

21 min. reading time
Software Development, Data Science, Deep Learning, Machine Learning, IoT

Deep Learning for information extraction: Improve your extraction results

This is the second part of a series of articles about Deep Learning methods for Natural Language Processing applications. As mentioned in the previous blog post, we will now go deeper into different strategies of extending the architecture of our system in order ...

by Chi Nhan Nguyen

11 min. reading time
Software Development, IoT, Data Science, Deep Learning

Deep Learning for Information Extraction

This is the first part of a series of articles about Deep Learning methods for Natural Language Processing applications. As a use case I would like to walk you through the different aspects of Named Entity Recognition (NER), an important task of Information ...

by Chi Nhan Nguyen

12 min. reading time