Benedikt Boenninghoff — accepted AI-conference papers

2024

Who Wrote When? Author Diarization in Social Media Discussions

Benedikt Boenninghoff, Henry Hosseini, Robert M. Nickel, Dorothea Kolossa

EMNLP 2024finding

We are proposing a novel framework for author diarization, i.e. attributing comments in online discussions to individual authors. We consider an innovative approach that merges pre-trained neural representations of writing style with author-conditional encoder-decoder diarization, enhanced by a Cond…

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2020

Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution

Benedikt Boenninghoff, Steffen Zeiler, Robert Nickel, Dorothea Kolossa

COLING 2020main

Traditional computational authorship attribution describes a classification task in a closed-set scenario. Given a finite set of candidate authors and corresponding labeled texts, the objective is to determine which of the authors has written another set of anonymous or disputed texts. In this work,…

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