4 papers
Not all ANIMALs are equal: metaphorical framing through source domains and semantic frames
Yulia Otmakhova, Matteo Guida, Lea Frermann
Metaphors are powerful framing devices, yet their source domains alone do not fully explain the specific associations they evoke. We argue that the interplay between source domains…
Article and Comment Frames Shape the Quality of Online Comments
Matteo Guida, Yulia Otmakhova, Eduard Hovy +1
Framing theory posits that how information is presented shapes audience responses, but computational work has largely ignored audience reactions. While recent work showed that arti…
Retain or Reframe? A Computational Framework for the Analysis of Framing in News Articles and Reader Comments
Matteo Guida, Yulia Otmakhova, Eduard Hovy +1
When a news article describes immigration as an "economic burden" or a "humanitarian crisis," it selectively emphasizes certain aspects of the issue. Although \textit{framing} shap…
LLMs for Argument Mining: Detection, Extraction, and Relationship Classification of pre-defined Arguments in Online Comments
Matteo Guida, Yulia Otmakhova, Eduard Hovy +1
Automated large-scale analysis of public discussions around contested issues like abortion requires detecting and understanding the use of arguments. While Large Language Models (L…