Papers with transformer-based stance classifiers
Stanceosaurus: Classifying Stance Towards Multicultural Misinformation (2022.emnlp-main)
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| Challenge: | Existing corpora focus on misinformation spreading within western countries. |
| Approach: | They present a new corpus of tweets annotated with stance towards 250 misinformation claims. |
| Outcome: | The proposed method achieves 53.1 F1 on Hindi and 50.4 F1 in Arabic without any target-language fine-tuning. |