Papers by Ceren Budak
When People are Floods: Analyzing Dehumanizing Metaphors in Immigration Discourse with Large Language Models (2025.acl-long)
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| Challenge: | a computational approach to measure metaphorical language is based on immigration discourse on social media. |
| Approach: | They propose a computational approach that leverages word-level and document-level signals to measure metaphor with respect to immigration discourse on social media. |
| Outcome: | The proposed method measures metaphorical language in immigration discourse on social media. |
Modeling Framing in Immigration Discourse on Social Media (2021.naacl-main)
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| Challenge: | Using a dataset of immigration-related tweets, we examine how ordinary people on social media frame political issues. |
| Approach: | They propose to use a dataset of immigration-related tweets labeled for multiple framing typologies from political communication theory to analyze framers. |
| Outcome: | The proposed model enables comparisons between different types of frames on social media and a dataset of immigration-related tweets. |