Jakob Smedegaard Andersen

18 papers B 1Journal 3Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Design Patterns for Machine Learning-Based Systems With Humans in the Loop.
IEEE Softw.
Jakob Smedegaard Andersen, Walid Maalej
2024 — —
More Applicable Text Classification with Human-in-the-Loop: Patterns, Frameworks, and Tools.
Jakob Smedegaard Andersen
2023 J jnl
Design Patterns for Machine Learning Based Systems with Human-in-the-Loop.
CoRR
Jakob Smedegaard Andersen, Walid Maalej
2023 — conf
Explaining Prediction Uncertainty in Text Classification: The DUX Approach.
NLPIR
Jakob Smedegaard Andersen, Olaf Zukunft
2023 — conf
Towards Low-Budget Real-Time Active Learning for Text Classification via Proxy-Based Data Selection.
ICAART (3)
Jakob Smedegaard Andersen, Olaf Zukunft
2023 — conf
Why Do We Need Domain-Experts for End-to-End Text Classification? An Overview.
ICAART (3)
Jakob Smedegaard Andersen
2022 — conf
Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers.
ACL (Findings)
Jakob Smedegaard Andersen, Walid Maalej
2022 J jnl
Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers.
CoRR
Jakob Smedegaard Andersen, Walid Maalej
2022 — conf
More Sustainable Text Classification via Uncertainty Sampling and a Human-in-the-Loop.
ICAART (Revised Selected Paper
Jakob Smedegaard Andersen, Olaf Zukunft
2022 — conf
The MINTFIT Computer Science Online Course.
GeCon
Helena Barbas, Marcus Soll, Jakob Smedegaard Andersen, Esther Bender, Fabian Hamann, Michael Haustermann, Daniel Sitzmann
2022 — conf
Towards More Reliable Text Classification on Edge Devices via a Human-in-the-Loop.
ICAART (2)
Jakob Smedegaard Andersen, Olaf Zukunft
2021 — conf
Forum 4.0: An Open-Source User Comment Analysis Framework.
EACL (System Demonstrations)
Marlo Haering, Jakob Smedegaard Andersen, Chris Biemann, Wiebke Loosen, Benjamin Milde, Tim Pietz, Christian Stöcker, Gregor Wiedemann, Olaf Zukunft, Walid Maalej
2021 — conf
REM: Efficient Semi-Automated Real-Time Moderation of Online Forums.
ACL (demo)
Jakob Smedegaard Andersen, Olaf Zukunft, Walid Maalej
2020 B conf
Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs.
COLING
Jakob Smedegaard Andersen, Tom Schöner, Walid Maalej
2019 — conf
A User Centric Visual Analytics Framework for News Discussions.
EDBT/ICDT Workshops
Jakob Smedegaard Andersen
2019 — conf
Towards Visual Data Science - An Exploration.
IHIET
Marina Tropmann-Frick, Jakob Smedegaard Andersen
2016 — conf
Evaluating the Scaling of Graph-Algorithms for Big Data Using GraphX.
OBD
Jakob Smedegaard Andersen, Olaf Zukunft
2016 — conf
Semi-clustering That Scales: An Empirical Evaluation of GraphX.
BigData Congress
Jakob Smedegaard Andersen, Olaf Zukunft