2 citations · 3 across the 8 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.CL2024
Disentangling Hate Across Target Identities
Yiping Jin, Leo Wanner, Aneesh Moideen Koya
Hate speech (HS) classifiers do not perform equally well in detecting hateful expressions towards different target identities. They also demonstrate systematic biases in predicted…
cs.CL2024
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
Chen Huang, Yiping Jin, Ilija Ilievski +2
Human annotation is a time-consuming task that requires a significant amount of effort. To address this issue, interactive data annotation utilizes an annotation model to provide s…
cs.CL2024
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection?
Yiping Jin, Leo Wanner, Alexander Shvets
Online hate detection suffers from biases incurred in data sampling, annotation, and model pre-training. Therefore, measuring the averaged performance over all examples in held-out…