Papers by Christina A Chance

1 papers
ModelCitizens: Representing Community Voices in Online Safety (2025.emnlp-main)

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Challenge: Existing toxic language detection models are trained on annotations that collapse diverse perspectives into a single ground truth.
Approach: They propose to augment social media posts with conversational scenarios to reflect the impact of conversational context on toxicity.
Outcome: The proposed model outperforms existing models on social media with conversational scenarios.

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