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cs.IR2024
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalization of Misinformation Detection Models
Ivo Verhoeven, Pushkar Mishra, Ekaterina Shutova
This article introduces misinfo-general, a benchmark dataset for evaluating misinformation models' ability to perform out-of-distribution generalization. Misinformation changes rap…
cs.LG2024
A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection
Ivo Verhoeven, Pushkar Mishra, Rahel Beloch +2
Community models for malicious content detection, which take into account the context from a social graph alongside the content itself, have shown remarkable performance on benchma…