Barbara Scalvini — accepted AI-conference papers

2025

Semantic Topology: a New Perspective for Communication Style Characterization

ACL 2025finding

We introduce semantic topology, a novel framework for discourse analysis that leverages Circuit Topology to quantify the semantic arrangement of sentences in a text. By mapping recurring themes as series, parallel, or cross relationships, we identify statistical differences in communication patterns…

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2024

Evaluating the Potential of Language-family-specific Generative Models for Low-resource Data Augmentation: A Faroese Case Study

Barbara Scalvini, Iben Nyholm Debess

COLING 2024main

We investigate GPT-SW3, a generative language model for the Nordic languages, to assess its understanding of the low-resourced Faroese language. Our aim is to demonstrate the advantages of using language-family-specific generative models to augment data for related languages with fewer resources. We…

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