no code implementations • 24 Jul 2023 • Allmin Susaiyah, Aki Härmä, Milan Petković
In natural language generation (NLG), insight mining is seen as a data-to-text task, where data is mined for interesting patterns and verbalised into 'insight' statements.
1 code implementation • 16 Aug 2021 • Sander de Bruin, Vadim Liventsev, Milan Petković
Recently there have been many advances in research on language modeling of source code.
2 code implementations • 8 Feb 2021 • Vadim Liventsev, Aki Härmä, Milan Petković
Automatic programming, the task of generating computer programs compliant with a specification without a human developer, is usually tackled either via genetic programming methods based on mutation and recombination of programs, or via neural language models.
1 code implementation • 23 Jan 2021 • Vadim Liventsev, Aki Härmä, Milan Petković
Most state of the art decision systems based on Reinforcement Learning (RL) are data-driven black-box neural models, where it is often difficult to incorporate expert knowledge into the models or let experts review and validate the learned decision mechanisms.
no code implementations • 5 Jun 2019 • Michael van Hartskamp, Sergio Consoli, Wim Verhaegh, Milan Petković, Anja van de Stolpe
The idea of Artificial Intelligence (AI) has a long history.