Papers by Namrata Sureddy

Copied to clipboard

Challenge:	Toxic language is pervasive online, and because LLMs are trained on web data, it generates such content.
Approach:	They propose a large-scale dataset that synthesizes toxicity definitions and an annotation scheme . they use a rigorous human annotation process to evaluate the diversity of the annotations .
Outcome:	The proposed model outperforms existing models on three tasks and is not reliable.