3 papers
cs.CL2025
Dialogues of Dissent: Thematic and Rhetorical Dimensions of Hate and Counter-Hate Speech in Social Media Conversations
Effi Levi, Gal Ron, Odelia Oshri +1
We introduce a novel multi-labeled scheme for joint annotation of hate and counter-hate speech in social media conversations, categorizing hate and counter-hate messages into thema…
cs.CL2025
A Decomposition-Based Approach for Evaluating and Analyzing Inter-Annotator Disagreement
Effi Levi, Shaul R. Shenhav
We propose a novel method to conceptually decompose an existing annotation into separate levels, allowing the analysis of inter-annotators disagreement in each level separately. We…
cs.CL2025
Reap the Wild Wind: Detecting Media Storms in Large-Scale News Corpora
Dror K. Markus, Effi Levi, Tamir Sheafer +1
Media Storms, dramatic outbursts of attention to a story, are central components of media dynamics and the attention landscape. Despite their significance, there has been little sy…