Titlebook: Experimental IR Meets Multilinguality, Multimodality, and Interaction; 12th International C K. Selçuk Candan,Bogdan Ionescu,Nicola Ferro Co

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Self-calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift. We are expanding our framework from PAN 2020 to include Bayes factor scoring (BFS) and an uncertainty adaptation layer (UAL) to address both problems. Experiments with the 2020/21 PAN AV shared task data show that the proposed method significantly reduces sensitivities to topical variations and significantly improves the system’s calibration.

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978-3-030-85250-4Springer Nature Switzerland AG 2021

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Susanne S. Renner,Sidonie Bellotbed in the paper is made available to facilitate more convenient information access experimentation to collections that include both audio and text data. A simple example analysis is given to demonstrate how the audio features can be used to score podcast segments for being entertaining, discussion

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Virulence Evolution in Malaria,rpus consists of 103 articles extracted from online newspapers, amounting to 1,841 sentences. We also define baselines for sentence- and document-level subjectivity detection using transformer-based and statistical classifiers. Our results suggest that sentence-level subjectivity annotations may oft