Erenay Dayanık

Masking Actor Information Leads to Fairer Political Claims Detection

2020

A central concern in Computational Social Sciences (CSS) is fairness: where the role of NLP is to scale up text analysis to large corpora, the quality of automatic analyses should be as independent as possible …

Improving Neural Political Statement Classification with Class Hierarchical Information

2022 · Findings of the Association for Computational Linguistics: ACL 2022

Many tasks in text-based computational social science (CSS) involve the classification of political statements into categories based on a domain-specific codebook. In order to be useful for CSS analysis, these categories must be fine-grained. The …