Papers with literary quality
A Matter of Perspective: Building a Multi-Perspective Annotated Dataset for the Study of Literary Quality (2024.lrec-main)
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Yuri Bizzoni, Pascale Feldkamp Moreira, Ida Marie S. Lassen, Mads Rosendahl Thomsen, Kristoffer Nielbo
| Challenge: | a dataset collecting quality judgments on 9,000 English-language novels is presented . authors include experts opinions and crowd-sourced annotations . |
| Approach: | They propose a dataset collecting quality judgments on 9,000 English-language novels by 3,150 predominantly Anglophone authors. |
| Outcome: | The proposed dataset examines the perceived quality of 9,000 English-language novels by 3,150 predominantly anglophone authors. |
The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing (2025.findings-acl)
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| Challenge: | Recent studies comparing AI-generated and human-authored literary texts have produced conflicting results. |
| Approach: | They hypothesize that differences in reading quality can be explained by genuine differences in how readers interpret and value literature . |
| Outcome: | The authors show that the differences in reading quality are largely explained by differences in how readers interpret and value literature, rather than by an intrinsic quality of the texts evaluated. |