Papers by Inbar Pendzel
Towards Author-informed NLP: Mind the Social Bias (2025.emnlp-main)
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| Challenge: | Existing models of text understanding fail when opinions are conveyed implicitly or sarcastically. |
| Approach: | They propose to model user contexts within a social embedding space that was learned from the Twitter network at large-scale. |
| Outcome: | The proposed model improves generalization of stance prediction and toxicity detection, and also toxicity and incivility detection. |