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Tanise Ceron

3 accepted papers

2024

Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter

EMNLP 2024finding

Political discourse on Twitter is a moving target: politicians continuously make statements about their positions. It is therefore crucial to track their discourse on social media to understand their ideological positions and goals. However, Twitter data is also challenging to work with since it is…

2023

Additive manifesto decomposition: A policy domain aware method for understanding party positioning

ACL 2023findings

Automatic extraction of party (dis)similarities from texts such as party election manifestos or parliamentary speeches plays an increasing role in computational political science. However, existing approaches are fundamentally limited to targeting only global party (dis)-similarity: they condense th…

2023

Multilingual estimation of political-party positioning: From label aggregation to long-input Transformers

EMNLP 2023long main

Scaling analysis is a technique in computational political science that assigns a political actor (e.g. politician or party) a score on a predefined scale based on a (typically long) body of text (e.g. a parliamentary speech or an election manifesto). For example, political scientists have often use…

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