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cs.CL2026
Measuring Embedding Sensitivity to Authorial Style in French: Comparing Literary Texts with Language Model Rewritings
Benjamin Icard, Lila Sainero, Alice Breton +2
Large language models (LLMs) can convincingly imitate human writing styles, yet it remains unclear how much stylistic information is encoded in embeddings from any language model a…
cs.CL2026
From Noise to Signal: When Outliers Seed New Topics
Evangelia Zve, Gauvain Bourgne, Benjamin Icard +1
Outliers in dynamic topic modeling are typically treated as noise, yet we show that some can serve as early signals of emerging topics. We introduce a temporal taxonomy of news-doc…