Svetlana Gorovaia
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View article: Team "better_call_claude": Style Change Detection using a Sequential Sentence Pair Classifier
Team "better_call_claude": Style Change Detection using a Sequential Sentence Pair Classifier Open
Style change detection - identifying the points in a document where writing style shifts - remains one of the most important and challenging problems in computational authorship analysis. At PAN 2025, the shared task challenges participant…
View article: Who Will Author the Synthetic Texts? Evoking Multiple Personas from Large Language Models to Represent Users’ Associative Thesauri
Who Will Author the Synthetic Texts? Evoking Multiple Personas from Large Language Models to Represent Users’ Associative Thesauri Open
Previously, it was suggested that the “persona-driven” approach can contribute to producing sufficiently diverse synthetic training data for Large Language Models (LLMs) that are currently about to run out of real natural language texts. I…
View article: CleanComedy: Creating Friendly Humor through Generative Techniques
CleanComedy: Creating Friendly Humor through Generative Techniques Open
Humor generation is a challenging task in natural language processing due to limited resources and the quality of existing datasets. Available humor language resources often suffer from toxicity and duplication, limiting their effectivenes…
View article: Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin
Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin Open
This paper evaluates the performance of Large Language Models (LLMs) in authorship attribution and authorship verification tasks for Latin texts of the Patristic Era. The study showcases that LLMs can be robust in zero-shot authorship veri…