37 citations · 50 across the 10 of their papers we have counts for
10 papers
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs
Wentao Yu, Benedikt Boenninghoff, Jonas Roehrig +1
This work presents an ensemble system based on various uni-modal and bi-modal model architectures developed for the SemEval 2022 Task 5: MAMI-Multimedia Automatic Misogyny Identifi…
Data Science Kitchen at GermEval 2021: A Fine Selection of Hand-Picked Features, Delivered Fresh from the Oven
Niclas Hildebrandt, Benedikt Boenninghoff, Dennis Orth +1
This paper presents the contribution of the Data Science Kitchen at GermEval 2021 shared task on the identification of toxic, engaging, and fact-claiming comments. The task aims at…
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…
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain
Julio Wissing, Benedikt Boenninghoff, Dorothea Kolossa +6
Estimating the positions of multiple speakers can be helpful for tasks like automatic speech recognition or speaker diarization. Both applications benefit from a known speaker posi…
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…
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…