Search Results for author: Eva Zangerle

Found 4 papers, 2 papers with code

Support the Underground: Characteristics of Beyond-Mainstream Music Listeners

1 code implementation24 Feb 2021 Dominik Kowald, Peter Muellner, Eva Zangerle, Christine Bauer, Markus Schedl, Elisabeth Lex

In this paper, we study the characteristics of beyond-mainstream music and music listeners and analyze to what extent these characteristics impact the quality of music recommendations provided.

Recommendation Systems

Leveraging Multi-Method Evaluation for Multi-Stakeholder Settings

no code implementations14 Dec 2019 Christine Bauer, Eva Zangerle

In this paper, we focus on recommendation settings with multiple stakeholders with possibly varying goals and interests, and argue that a single evaluation method or measure is not able to evaluate all relevant aspects in such a complex setting.

Creative GANs for generating poems, lyrics, and metaphors

1 code implementation20 Sep 2019 Asir Saeed, Suzana Ilić, Eva Zangerle

Generative models for text have substantially contributed to tasks like machine translation and language modeling, using maximum likelihood optimization (MLE).

Generative Adversarial Network Language Modelling +3

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