activity
20202024
most citedForging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation

1 citations · 2 across the 5 of their papers we have counts for

collaborators

5 papers

cs.LG2024★ 1 cited

Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation

Silvia Corbara, Alejandro Moreo

Authorship Verification (AV) is a text classification task concerned with inferring whether a candidate text has been written by one specific author or by someone else. It has been…

cs.LG2023

Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective

Mattia Setzu, Silvia Corbara, Anna Monreale +2

While a substantial amount of work has recently been devoted to enhance the performance of computational Authorship Identification (AId) systems, little to no attention has been pa…

cs.LG2023

Same or Different? Diff-Vectors for Authorship Analysis

Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani

We investigate the effects on authorship identification tasks of a fundamental shift in how to conceive the vectorial representations of documents that are given as input to a supe…

cs.CL2021

Syllabic Quantity Patterns as Rhythmic Features for Latin Authorship Attribution

Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani

It is well known that, within the Latin production of written text, peculiar metric schemes were followed not only in poetic compositions, but also in many prose works. Such metric…

cs.CL2020★ 1 cited

MedLatinEpi and MedLatinLit: Two Datasets for the Computational Authorship Analysis of Medieval Latin Texts

Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani +1

We present and make available MedLatinEpi and MedLatinLit, two datasets of medieval Latin texts to be used in research on computational authorship analysis. MedLatinEpi and MedLati…