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S. Konior

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#natural language process... Jul 2026

Riemannian Geometry for Pre-trained Language Model Embeddings

Across three datasets with non-trivial linguistic structure (CoLA, CREAK, RTE), RMP outperforms Euclidean mean pooling, while on FEVER-Symmetric, a benchmark constructed to remove annotation-driven lexical artifacts, the method correctly stays at chance.

S. Konior, Alexandre Quemy, Przemyslaw Klocek et al. · arXiv.org · 0 citations