Jakob Smedegaard Andersen

According to our database, Jakob Smedegaard Andersen authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

More Applicable Text Classification with Human-in-the-Loop: Patterns, Frameworks, and Tools.

Jakob Smedegaard Andersen

PhD thesis, 2024

Design Patterns for Machine Learning-Based Systems With Humans in the Loop.

Jakob Smedegaard Andersen, Walid Maalej

IEEE Softw., 2024

2023

Design Patterns for Machine Learning Based Systems with Human-in-the-Loop.

Jakob Smedegaard Andersen, Walid Maalej

CoRR, 2023

Explaining Prediction Uncertainty in Text Classification: The DUX Approach.

Jakob Smedegaard Andersen, Olaf Zukunft

Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval, 2023

Towards Low-Budget Real-Time Active Learning for Text Classification via Proxy-Based Data Selection.

Jakob Smedegaard Andersen, Olaf Zukunft

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Why Do We Need Domain-Experts for End-to-End Text Classification? An Overview.

Jakob Smedegaard Andersen

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022

More Sustainable Text Classification via Uncertainty Sampling and a Human-in-the-Loop.

Jakob Smedegaard Andersen, Olaf Zukunft

Proceedings of the Agents and Artificial Intelligence - 14th International Conference, 2022

Towards More Reliable Text Classification on Edge Devices via a Human-in-the-Loop.

Jakob Smedegaard Andersen, Olaf Zukunft

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

The MINTFIT Computer Science Online Course.

Helena Barbas, Marcus Soll, Jakob Smedegaard Andersen, Esther Bender, Fabian Hamann, Michael Haustermann, Daniel Sitzmann

Proceedings of the IEEE German Education Conference, GeCon 2022, Berlin, 2022

Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers.

Jakob Smedegaard Andersen, Walid Maalej

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Forum 4.0: An Open-Source User Comment Analysis Framework.

Marlo Haering, Jakob Smedegaard Andersen, Chris Biemann, Wiebke Loosen, Benjamin Milde, Tim Pietz, Christian Stöcker, Gregor Wiedemann, Olaf Zukunft, Walid Maalej

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

REM: Efficient Semi-Automated Real-Time Moderation of Online Forums.

Jakob Smedegaard Andersen, Olaf Zukunft, Walid Maalej

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs.

Jakob Smedegaard Andersen, Tom Schöner, Walid Maalej

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Towards Visual Data Science - An Exploration.

Marina Tropmann-Frick, Jakob Smedegaard Andersen

Proceedings of the Human Interaction and Emerging Technologies, 2019

A User Centric Visual Analytics Framework for News Discussions.

Jakob Smedegaard Andersen

Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

2016

Evaluating the Scaling of Graph-Algorithms for Big Data Using GraphX.

Jakob Smedegaard Andersen, Olaf Zukunft

Proceedings of the 2nd International Conference on Open and Big Data, 2016

Semi-clustering That Scales: An Empirical Evaluation of GraphX.

Jakob Smedegaard Andersen, Olaf Zukunft

Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016