Rajkumar Ramamurthy

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems

Laura von Rueden, Sebastian Mayer, Katharina Beckh et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 753 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization

Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley et al. · arXiv (Cornell University) · 2022 · 54 citations · Full text

Artificial Intelligence, Building Blocks, Engineering +18

Towards Automated Auditing with Machine Learning

Rafet Sifa, Anna Ladi, Maren Pielka et al. · 2019 · 41 citations

Continuous Auditing, Engineering, Machine Learning +21

Anonymization of German financial documents using neural network-based language models with contextual word representations

David Biesner, Rajkumar Ramamurthy, Robin Stenzel et al. · International Journal of Data Science and Analytics · 2021 · 30 citations · Full text

Engineering, Machine Learning, Recurrent Neural Nets +21

Towards Contradiction Detection in German: a Translation-Driven Approach

Rafet Sifa, Maren Pielka, Rajkumar Ramamurthy et al. · 2019 · 24 citations

Paraconsistent Logic, Engineering, Machine Learning +19