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Laura Vianna

2 accepted papers

2023

Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language

EMNLP 2023long findings

Counterspeech, i.e., responses to counteract potential harms of hateful speech, has become an increasingly popular solution to address online hate speech without censorship. However, properly countering hateful language requires countering and dispelling the underlying inaccurate stereotypes implied…

Cited by 0SourceScholar
2022

Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection

NAACL 2022long

The perceived toxicity of language can vary based on someone’s identity and beliefs, but this variation is often ignored when collecting toxic language datasets, resulting in dataset and model biases. We seek to understand the *who*, *why*, and *what* behind biases in toxicity annotations. In two on…

Cited by 289SourcePDFScholar