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The Search for Emotions, Creativity, and Fairness in Language

Titel der Veranstaltung The Search for Emotions, Creativity, and Fairness in Language
Veranstalter GippLab - Research Group Scientific Information Analytics
Referent/in Dr. Saif M. Mohammad
Einrichtung Referent/in NRC Canada
Veranstaltungsart Vortrag
Kategorie Forschung
Anmeldung erforderlich Nein
Beschreibung Emotions are central to human experience, creativity, and behavior. They are crucial for organizing meaning and reasoning about the world we live in. They are ubiquitous and everyday, yet complex and nuanced. In this talk, I will describe our work on the search for emotions in language—by humans (through data annotation projects) and machines (in automatic emotion and sentiment analysis systems). I will outline ways in which emotions can be represented, challenges in obtaining reliable annotations, and approaches that lead to high-quality annotations and useful sentiment analysis systems. I will discuss wide-ranging applications of emotion detection in natural language processing, psychology, social sciences, digital humanities, and computational creativity. Finally, I will discuss various ethical considerations involved in emotion recognition and sentiment analysis—the often unsaid assumptions and implications of our choices.
Zeit Beginn: 14.12.2022, 15:00 Uhr
Ende: 14.12.2022 , 16:00 Uhr
Ort Historisches Gebäude der Niedersächsischen Staats- und Universitätsbibliothek Göttingen (Papendiek 14)
Kontakt 551 39 25835
Externer Link
Dateianhang 2022 Emotions Talk Details.pdf