Publikation
Quality of experience of German machine translation and automatic text summarization
Shushen Manakhimova; Vivien Macketanz; Sebastian Möller
In: Sven Grawunder (Hrsg.). Elektronische Sprachsignalverarbeitung 2025 - Tagungsband der 36. Konferenz. Elektronische Sprachsignalverarbeitung (ESSV-2025), March 5-7, Halle/Saale, Germany, Pages 212-222, Studientexte zur Sprachkommunikation, Vol. 110, ISBN 978-3-95908-803-9, TUDpress, Dresden, 2025.
Zusammenfassung
Quality of Experience measures the user's subjective perception of an interaction with a system or product;a framework widely applied in media technology, We extend the application of Quality of Experience to machine-generated text, focusing on identifying and validating quality dimensions. We investigate two text-generation tasks: Machine Translation and Automatic Text Summarization. This work centers on empirical studies, leveraging human evaluation to quantify perceived quality dimensions for both text types.