Improved Multi-label Classification under Temporal Concept Drift:
Rethinking Group-Robust Algorithms in a Label-Wise Setting

Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting

15 March 2022

Ilias Chalkidis

Anders Søgaard

Papers citing "Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting"

9 / 9 papers shown

Title
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 44 2 0 20 Feb 2024
A Framework for Monitoring and Retraining Language Models in Real-World Applications Jaykumar Kasundra Claudia Schulz Melicaalsadat Mirsafian Stavroula Skylaki OffRL LRM 26 1 0 16 Nov 2023
Examining Temporal Bias in Abusive Language Detection Mali Jin Yida Mu Diana Maynard Kalina Bontcheva 34 5 0 25 Sep 2023
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets Yida Mu Xingyi Song Kalina Bontcheva Nikolaos Aletras 22 3 0 20 Sep 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text Yova Kementchedjhieva Ilias Chalkidis 32 21 0 09 May 2023
Examining Temporalities on Stance Detection towards COVID-19 Vaccination Yida Mu Mali Jin Kalina Bontcheva Xingyi Song 38 2 0 10 Apr 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views Katerina Margatina Shuai Wang Yogarshi Vyas Neha Ann John Yassine Benajiba Miguel Ballesteros 17 15 0 23 Feb 2023
Fairness-aware Class Imbalanced Learning Shivashankar Subramanian Afshin Rahimi Timothy Baldwin Trevor Cohn Lea Frermann FaML 106 28 0 21 Sep 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 901 0 02 Mar 2020