Artificial Intelligence & Machine Learning

Artificial Intelligence & Machine Learning

There's been a lot of buzz in the artificial intelligence (AI) and machine learning (ML) spaces in recent years. At the very least, you've probably heard of ChatGPT.

At Persephia, we've worked and researched at the cutting edge of this field since well before it reached its current level of popularity. If you're unsure whether AI or ML can help your business, or you're just looking to learn more about the field, we'd love to hear from you.

Publications

A Systematic Study Reveals Unexpected Interactions in Pre-Trained Neural Machine Translation

Written by Ashleigh Richardson and Janet Wiles

Published by European Language Resources Association in 2022

This paper presents a systematic study of the interactions between factors when pre-training and fine-tuning custom transformer networks for neural machine translation on data-constrained tasks.

Related Projects

ELPIS

ELPIS

A machine learning tool, providing low resource transcription capabilities to linguists.

NLP Data Tools

NLP Data Tools

NLP dataset investigation tooling for non-technical users.

ELAN Voice Audio Detection

ELAN Voice Audio Detection

Automatic voice detection software for integrating into ELAN workflows.

Graphical NMT

Graphical NMT

A cloud-based web application to enable non-technical users to create and train their own neural machine translation systems.