Papers by Xiran Hu
Cross-lingual Social Misinformation Detector based on Hierarchical Mixture-of-Experts Adapter (2025.coling-main)
Copied to clipboard
| Challenge: | a global trend of misinformation is affecting non-native speaker users who are more susceptible to misinformation on foreign social media platforms. |
| Approach: | They propose a method to integrate sentiment analysis as an auxiliary task and a hierarchical routing strategy and expert-mask mechanism to enhance cross-lingual social misinformation detection. |
| Outcome: | The proposed method improves cross-lingual social misinformation detection in non-native speakers with only monolingual social media histories. |