1 code implementation • 22 Mar 2024 • Jonathan Katzy, Răzvan-Mihai Popescu, Arie van Deursen, Maliheh Izadi
Based on the findings of our study, which highlights the pervasive issue of license inconsistencies in large language models trained on code, our recommendation for both researchers and the community is to prioritize the development and adoption of best practices for dataset creation and management.
1 code implementation • 25 Feb 2024 • Maliheh Izadi, Jonathan Katzy, Tim van Dam, Marc Otten, Razvan Mihai Popescu, Arie van Deursen
InCoder outperformed the other models across all programming languages, highlighting the significance of training data and objectives.
no code implementations • 25 Aug 2023 • Jonathan Katzy, Maliheh Izadi, Arie van Deursen
The recent advancements in Transformer-based Language Models have demonstrated significant potential in enhancing the multilingual capabilities of these models.
no code implementations • 20 Dec 2019 • Joost Verbraeken, Matthijs Wolting, Jonathan Katzy, Jeroen Kloppenburg, Tim Verbelen, Jan S. Rellermeyer
The demand for artificial intelligence has grown significantly over the last decade and this growth has been fueled by advances in machine learning techniques and the ability to leverage hardware acceleration.