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cs.CL2026
Is Textual Similarity Invariant under Machine Translation? Evidence Based on the Political Manifesto Corpus
Daria Boratyn, Damian Brzyski, Albert Leśniak +5
We investigate the extent to which cosine similarity between paragraph embeddings is invariant under machine translation, using the Manifesto Corpus of over 2,800 political party p…
cs.CL2023
Machine Learning and Statistical Approaches to Measuring Similarity of Political Parties
Daria Boratyn, Damian Brzyski, Beata Kosowska-Gąstoł +3
Mapping political party systems to metric policy spaces is one of the major methodological problems in political science. At present, in most political science project this task is…