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cs.CL2026
CSWBench: Evaluating Context-Sensitive Code-Switching in Creative Writing
Zewen Jiang, Yahan Li, Chenlu Guo +3
Large language models (LLMs) have demonstrated multilingual capabilities across diverse language generation and understanding tasks. Yet effective code-switching requires more than…
cs.CL2026
SoftHateBench: Evaluating Moderation Models Against Reasoning-Driven, Policy-Compliant Hostility
Xuanyu Su, Diana Inkpen, Nathalie Japkowicz
Online hate on social media ranges from overt slurs and threats (\emph{hard hate speech}) to \emph{soft hate speech}: discourse that appears reasonable on the surface but uses fram…
cs.CL2024
uOttawa at LegalLens-2024: Transformer-based Classification Experiments
Nima Meghdadi, Diana Inkpen
This paper presents the methods used for LegalLens-2024 shared task, which focused on detecting legal violations within unstructured textual data and associating these violations w…