SOTAVerified

Authorship Verification

Authorship verification (AV) is a research subject in the field of digital text forensics that concerns itself with the question, whether two documents have been written by the same person.

Definition taken from the paper Assessing the Applicability of Authorship Verification Methods, available at:

Papers

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Showing 1–50 of 68 papers

TitleStatusHype
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification—0
Human-AI Collaboration or Academic Misconduct? Measuring AI Use in Student Writing Through Stylometric Evidence—0
Masks and Mimicry: Strategic Obfuscation and Impersonation Attacks on Authorship Verification—0
Tokenization is Sensitive to Language Variation—0
The Questio de aqua et terra: A Computational Authorship Verification Study—0
Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin—0
Addressing Topic Leakage in Cross-Topic Evaluation for Authorship VerificationCode0
InstructAV: Instruction Fine-tuning Large Language Models for Authorship VerificationCode0
CAVE: Controllable Authorship Verification ExplanationsCode0
Improving Quotation Attribution with Fictional Character EmbeddingsCode0
Exploration of Masked and Causal Language Modelling for Text Generation—0
Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation—0
Authorship Verification based on the Likelihood Ratio of Grammar Models—0
Can Large Language Models Identify Authorship?Code1
Distinguishing Fictional Voices: a Study of Authorship Verification Models for Quotation AttributionCode0
Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?Code0
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification—0
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements—0
ICLEF: In-Context Learning with Expert Feedback for Explainable Style TransferCode0
Same or Different? Diff-Vectors for Authorship AnalysisCode0
On the State of the Art in Authorship Attribution and Authorship VerificationCode1
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark WebCode0
Compromised account detection using authorship verification: a novel approach—0
UMUTextStats: A linguistic feature extraction tool for Spanish—0
Identifying Copied Fragments in a 18th Century Dutch ChronicleCode0
Same Author or Just Same Topic? Towards Content-Independent Style RepresentationsCode0
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship AttributionCode0
Same Author or Just Same Topic? Towards Topic-Independent Style Representations—0
Rethinking the Authorship Verification Experimental SetupsCode0
Learning Universal Authorship RepresentationsCode0
LG4AV: Combining Language Models and Graph Neural Networks for Author VerificationCode0
On the Usefulness of Personality Traits in Opinion-oriented Tasks—0
O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship VerificationCode0
Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate ShiftCode0
Improving Authorship Verification using Linguistic Divergence—0
Datasets and Models for Authorship Attribution on Italian Personal WritingsCode0
Deep Bayes Factor Scoring for Authorship Verification—0
TAVeer: An Interpretable Topic-Agnostic Authorship Verification Method—0
MedLatinEpi and MedLatinLit: Two Datasets for the Computational Authorship Analysis of Medieval Latin Texts—0
A Step Towards Interpretable Authorship Verification—0
POSNoise: An Effective Countermeasure Against Topic Biases in Authorship Analysis—0
Detecting Troll Tweets in a Bilingual Corpus—0
Explainable Authorship Verification in Social Media via Attention-based Similarity LearningCode0
Sample Size in Arabic Authorship Verification—0
Similarity Learning for Authorship Verification in Social MediaCode0
Distance-Based Authorship Verification Across Modern Standard Arabic Genres—0
Bias Analysis and Mitigation in the Evaluation of Authorship VerificationCode0
Heuristic Authorship ObfuscationCode0
Assessing the Applicability of Authorship Verification Methods—0
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