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cs.CL2025
Machine Learning for Enhancing Deliberation in Online Political Discussions and Participatory Processes: A Survey
Maike Behrendt, Stefan Sylvius Wagner, Carina Weinmann +3
Political online participation in the form of discussing political issues and exchanging opinions among citizens is gaining importance with more and more formats being held digital…
cs.CL2025
MaxPoolBERT: Enhancing BERT Classification via Layer- and Token-Wise Aggregation
Maike Behrendt, Stefan Sylvius Wagner, Stefan Harmeling
The [CLS] token in BERT is commonly used as a fixed-length representation for classification tasks, yet prior work has shown that both other tokens and intermediate layers encode v…