Search Results for author: Andrea Nini

Found 3 papers, 1 papers with code

Authorship Verification based on the Likelihood Ratio of Grammar Models

no code implementations13 Mar 2024 Andrea Nini, Oren Halvani, Lukas Graner, Valerio Gherardi, Shunichi Ishihara

Existing state-of-the-art AV methods use computational solutions that are not supported by a plausible scientific explanation for their functioning and that are often difficult for analysts to interpret.

Authorship Verification

Register Variation Remains Stable Across 60 Languages

1 code implementation20 Sep 2022 Haipeng Li, Jonathan Dunn, Andrea Nini

In this paper, the universality and robustness of register variation is tested by comparing variation within vs. between register-specific corpora in 60 languages using corpora produced in comparable communicative situations: tweets and Wikipedia articles.

Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction

no code implementations NAACL (CMCL) 2021 Jonathan Dunn, Andrea Nini

This paper asks whether a distinction between production-based and perception-based grammar induction influences either (i) the growth curve of grammars and lexicons or (ii) the similarity between representations learned from independent sub-sets of a corpus.

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