5 citations · 13 across the 6 of their papers we have counts for
7 papers
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…
Unsupervised Classification of Voiced Speech and Pitch Tracking Using Forward-Backward Kalman Filtering
Benedikt Boenninghoff, Robert M. Nickel, Steffen Zeiler +1
The detection of voiced speech, the estimation of the fundamental frequency, and the tracking of pitch values over time are crucial subtasks for a variety of speech processing tech…
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…
Variational Autoencoder with Embedded Student- Mixture Model for Authorship Attribution
Benedikt Boenninghoff, Steffen Zeiler, Robert M. Nickel +1
Traditional computational authorship attribution describes a classification task in a closed-set scenario. Given a finite set of candidate authors and corresponding labeled texts,…
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…