Authorship attribution for social media forensics

A Rocha, WJ Scheirer, CW Forstall… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
The veil of anonymity provided by smartphones with pre-paid SIM cards, public Wi-Fi
hotspots, and distributed networks like Tor has drastically complicated the task of identifying …

Authorship attribution for neural text generation

A Uchendu, T Le, K Shu, D Lee - Proceedings of the 2020 …, 2020 - aclanthology.org
In recent years, the task of generating realistic short and long texts have made tremendous
advancements. In particular, several recently proposed neural network-based language …

Stylometry with R: a package for computational text analysis

M Eder, J Rybicki, M Kestemont - The R Journal, 2016 - ruj.uj.edu.pl
This software paper describes 'Stylometry with R'(stylo), a flexible R package for the
highlevel analysis of writing style in stylometry. Stylometry (computational stylistics) is …

A review on authorship attribution in text mining

W Zheng, M Jin - Wiley Interdisciplinary Reviews …, 2023 - Wiley Online Library
The issue of authorship attribution has long been considered and continues to be a popular
topic. Because of advances in digital computers, this field has experienced rapid …

Toward gender-inclusive coreference resolution

YT Cao, H Daumé III - arXiv preprint arXiv:1910.13913, 2019 - arxiv.org
Correctly resolving textual mentions of people fundamentally entails making inferences
about those people. Such inferences raise the risk of systemic biases in coreference …

[PDF][PDF] Not all character n-grams are created equal: A study in authorship attribution

U Sapkota, S Bethard, M Montes… - Proceedings of the 2015 …, 2015 - aclanthology.org
Character n-grams have been identified as the most successful feature in both singledomain
and cross-domain Authorship Attribution (AA), but the reasons for their discriminative value …

Toward gender-inclusive coreference resolution: An analysis of gender and bias throughout the machine learning lifecycle

YT Cao, H Daumé III - Computational Linguistics, 2021 - aclanthology.org
Correctly resolving textual mentions of people fundamentally entails making inferences
about those people. Such inferences raise the risk of systematic biases in coreference …

Exploring stylometric and emotion-based features for multilingual cross-domain hate speech detection

I Markov, N Ljubešić, D Fišer… - Proceedings of the …, 2021 - aclanthology.org
In this paper, we describe experiments designed to evaluate the impact of stylometric and
emotion-based features on hate speech detection: the task of classifying textual content into …

Authenticating the writings of Julius Caesar

M Kestemont, J Stover, M Koppel, F Karsdorp… - Expert Systems with …, 2016 - Elsevier
In this paper, we shed new light on the authenticity of the Corpus Caesarianum, a group of
five commentaries describing the campaigns of Julius Caesar (100–44 BC), the founder of …

[图书][B] A Theory of Linguistic Individuality for Authorship Analysis

A Nini - 2023 - cambridge.org
Authorship analysis is the process of determining who produced a questioned text by
language analysis. Although there has been significant success in the performance of …