Jakob Smedegaard Andersen

18 papers B 1Journal 3Unranked 13

Year	Rank	Type	Title / 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