Publikationsserver der Technischen Hochschule Augsburg
Not a member yet
2118 research outputs found
Sort by
ReciprocalShell: A hybrid timber system for robotically-fabricated lightweight shell structures
No full textVerteilungsmuster von Haushalten mit geringer Kaufkraft in deutschen Stadtregionen vor dem Hintergrund der aktuellen Wohnungsmarktentwicklung
No full textBestandserhebung und Analyse regionaler Hospiz- und Palliativnetzwerke in Deutschland mithilfe eines Reifgrad-modells. Protokoll einer gemischt-methodischen Studie [Poster und Abstract]
No full textNachhaltigeres Fliegen: Umweltfreundliche und impactresistente Bodenplatten für zivile Flugzeuge
No full text
Bubble up – A Fine-tuning Approach for Style Transfer to Community-specific Subreddit Language
No full textDifferent online communities (social media bubbles) can be identified with their use of language. We looked at different social media bubbles and explored the task of translating between the language of one bubble into another while maintaining the intended meaning. We collected a dataset of Reddit comments from 20 different Subreddits and for a smaller subset of them we obtained style-neutral versions generated by a large language model. Then we used the dataset to fine-tune different (smaller) language models to learn style transfers between social media bubbles. We evaluated the models on unseen data from four unseen social media bubbles to assess to what extent they had learned the style transfer task and compared their performance with the zero-shot performance of a larger, non-fine tuned, language model. We show that with a small amount of fine-tuning the smaller models achieve satisfactory performance, making them more attractive than a larger, more resource-intensive model
