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  1. Article

    Open Access

    LEIA: Linguistic Embeddings for the Identification of Affect

    The wealth of text data generated by social media has enabled new kinds of analysis of emotions with language models. These models are often trained on small and costly datasets of text annotations produced by...

    Segun Taofeek Aroyehun, Lukas Malik, Hannah Metzler, Nikolas Haimerl in EPJ Data Science (2023)

  2. Article

    Open Access

    Validating daily social media macroscopes of emotions

    Measuring sentiment in social media text has become an important practice in studying emotions at the macroscopic level. However, this approach can suffer from methodological issues like sampling biases and me...

    Max Pellert, Hannah Metzler, Michael Matzenberger, David Garcia in Scientific Reports (2022)

  3. No Access

    Article

    Stimulus and observer characteristics jointly determine the relevance of threatening facial expressions and their interaction with attention

    Most emotional stimuli, including facial expressions, are judged not only by their intrinsic characteristics, but also by the context in which they appear. Gaze direction, for example, modifies the salience of...

    Michèle Chadwick, Hannah Metzler, Charles Tijus, Jorge L. Armony in Motivation and Emotion (2019)

  4. Article

    Open Access

    Impact of self-esteem and sex on stress reactions

    Positive self-evaluation is a major psychological resource modulating stress co** behavior. Sex differences have been reported in self-esteem as well as stress reactions, but so far their interactions have n...

    Lydia Kogler, Eva-Maria Seidel, Hannah Metzler, Hanna Thaler in Scientific Reports (2017)