37 citations · 50 across the 7 of their papers we have counts for
5 papers · 1 filter
O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification
Benedikt Boenninghoff, Robert M. Nickel, Dorothea Kolossa
The PAN 2021 authorship verification (AV) challenge is part of a three-year strategy, moving from a cross-topic/closed-set AV task to a cross-topic/open-set AV task over a collecti…
Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift
Benedikt Boenninghoff, Dorothea Kolossa, Robert M. Nickel
We are addressing two fundamental problems in authorship verification (AV): Topic variability and miscalibration. Variations in the topic of two disputed texts are a major cause of…
Deep Bayes Factor Scoring for Authorship Verification
Benedikt Boenninghoff, Julian Rupp, Robert M. Nickel +1
The PAN 2020 authorship verification (AV) challenge focuses on a cross-topic/closed-set AV task over a collection of fanfiction texts. Fanfiction is a fan-written extension of a st…
Explainable Authorship Verification in Social Media via Attention-based Similarity Learning
Benedikt Boenninghoff, Steffen Hessler, Dorothea Kolossa +1
Authorship verification is the task of analyzing the linguistic patterns of two or more texts to determine whether they were written by the same author or not. The analysis is trad…
Similarity Learning for Authorship Verification in Social Media
Benedikt Boenninghoff, Robert M. Nickel, Steffen Zeiler +1
Authorship verification tries to answer the question if two documents with unknown authors were written by the same author or not. A range of successful technical approaches has be…