Search Results for author: Felix Soldner

Found 4 papers, 0 papers with code

Explainable Verbal Deception Detection using Transformers

no code implementations6 Oct 2022 Loukas Ilias, Felix Soldner, Bennett Kleinberg

We then zoom in on vocabulary uniqueness and the correlation of LIWC categories with the outcome class (truthful vs deceptive).

Deception Detection

Confounds and Overestimations in Fake Review Detection: Experimentally Controlling for Product-Ownership and Data-Origin

no code implementations28 Oct 2021 Felix Soldner, Bennett Kleinberg, Shane Johnson

In response, previous work has developed automated methods for the detection of deceptive product reviews. However, studies vary considerably in terms of classification performance, and many use data thatcontain potential confounds, which makes it difficult to determine their validity.

Box of Lies: Multimodal Deception Detection in Dialogues

no code implementations NAACL 2019 Felix Soldner, Ver{\'o}nica P{\'e}rez-Rosas, Rada Mihalcea

Deception often takes place during everyday conversations, yet conversational dialogues remain largely unexplored by current work on automatic deception detection.

Deception Detection General Classification

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