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Research Activity
See our publications and other research activities.
2024
“Below the Sea (with the Sharks): Probing Textual Features of Implicit Sentiment in a Literary Case-study”
Yuri Bizzoni, Pascale Feldkamp. 2024. Proceedings of the Third Workshop on Understanding Implicit and Underspecified Language, pages 54–61, March 22, 2024, St Julian’s, Malta
“Perplexing Canon: A study on GPT-based perplexity of canonical and Non-canonical literary works”
Yaru Wu, Yuri Bizzoni, Pascale Feldkamp, Kristoffer L. Nielbo. 2024. LaTeCH 2023: SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, March 22, 2024, St Julian’s, Malta
“EmotionArcs: Emotion Arcs for 9,000 Literary Texts”
Yuri Bizzoni, Emily Öhman, Pascale Feldkamp Moreira, Kristoffer L. Nielbo. 2024. LaTeCH 2023: SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, March 22, 2024, St Julian’s, Malta
2023
“Comparing Transformer and Dictionary-based Sentiment Models for Literary Texts: Hemingway as a Case-study”
Yuri Bizzoni, Pascale Feldkamp Moreira, Emily Öhman, Kristoffer L. Nielbo. 2023. NLP4DH 2023: Workshop on Natural Language Processing for Digital Humanities, December 1-2, 2023, Tokyo, Japan.https://rootroo.com/downloads/nlp4dh_iwclul_proceedings.pdf
“Readability and Complexity: Diachronic Evolution of Literary Language Across 9000 Novels”</a>
Feldkamp Moreira, Pascale, Yuri Bizzoni, Ida Marie S. Lassen, Mads Rosendahl Thomsen, Kristoffer L. Nielbo. 2023. NLP4DH 2023: Workshop on Natural Language Processing for Digital Humanities, December 1-2, 2023, Tokyo, Japan.https://rootroo.com/downloads/nlp4dh_iwclul_proceedings.pdf
“Not just Plot(ting): A Comparison of Two Approaches for Understanding Narrative Text Dynamics”
Feldkamp Moreira, Pascale, Yuri Bizzoni, Emily Öhman, Kristoffer L. Nielbo. 2023. CHR 2023: Computational Humanities Research Conference, December 6-8, 2023, Paris, France. https://ceur-ws.org/Vol-3558/paper1603.pdf
“Persistence of Gender Asymmetries in Book Reviews Within and Across Genres”
Lassen, Ida Marie S., Pascale Feldkamp Moreira, Yuri Bizzoni, Mads Rosendahl Thomsen, Kristoffer L. Nielbo. 2023. CHR 2023: Computational Humanities Research Conference, December 6-8, 2023, Paris, France. https://ceur-ws.org/Vol-3558/paper297.pdf
“Dimensions of Quality: Contrasting Stylistic vs. Semantic Features for Modelling Literary Quality in 9,000 Novels”
Feldkamp Moreira, Pascale & Yuri Bizzoni. 2023. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2023), 739-747. Varna, Bulgaria. https://acl-bg.org/proceedings/2023/RANLP%202023/RANLP%202023%20Proceedings.pdf
“The Fractality of Sentiment Arcs for Literary Quality Assessment: The Case of Nobel Laureates.”
Bizzoni, Yuri, Pascale Feldkamp Moreira, Mads Rosendahl Thomsen, and Kristoffer L. Nielbo. 2023a. Journal of Data Mining & Digital Humanities NLP4DH: 11406. https://doi.org/10.46298/jdmdh.11406
“Sentimental Matters - Predicting Literary Quality by Sentiment Analysis and Stylometric Features.”
Bizzoni, Yuri, Pascale Feldkamp Moreira, Mads Rosendahl Thomsen, and Kristoffer Nielbo. 2023b. In Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis, 11–18. Toronto, Canada: Association for Computational Linguistics. https://aclanthology.org/2023.wassa-1.2
“Modeling Readers’ Appreciation of Literary Narratives Through Sentiment Arcs and Semantic Profiles.”
Bizzoni, Yuri, Pascale Feldkamp Moreira, Ida Marie S. Lassen, Mads Rosendahl Thomsen, and Kristoffer L. Nielbo. 2023. In Proceedings of the The 5th Workshop on Narrative Understanding, 25–35. Toronto, Canada: Association for Computational Linguistics. https://doi.org/10.18653/v1/2023.wnu-1.5
“Good Reads and Easy Novels: Readability and Literary Quality in a Corpus of US-Published Fiction.”
Bizzoni, Yuri, Pascale Feldkamp Moreira, Nicole Dwenger, Ida Marie S. Lassen, Mads Rosendahl Thomsen, and Kristoffer L. Nielbo. 2023. In Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), 42–51. Tórshavn, Faroe Islands: University of Tartu Library. https://aclanthology.org/2023.nodalida-1.5
“Systematic Gender Asymmetries in Aesthetic Judgments: An Observational Study of Book Reviewer Preferences.”
Lassen, Ida Marie S. Lassen, Yuri Bizzoni, Mads Rosendahl Thomsen, and Kristoffer L. Nielbo. 2023. In Digital Humanities 2023: Book of Abstracts, edited by Anne Baillot, Toma Tasovac, Walter Scholger, Georg Vogeler, Martina Scholger, Elisabeth Raunig, Elisabeth Steiner, and Centre For Information Modelling-Austrian Centre For Digital Humanities, 404–6. https://zenodo.org/record/7961822
“Some Nobel Laureates Are More Coherent Than Others: Measuring Literary Quality in a Corpus of High Prestige Contemporary Literature.”
Bizzoni, Yuri, Pascale Feldkamp Moreira, Ida Marie S. Lassen, Kristoffer L. Nielbo, and Mads Rosendahl Thomsen. 2023. In DHNB2023 Book of Abstracts: Sustainability: Environment, Community, Data, edited by Sofie Gilbert and Annika Rockenberger, 116–17. 7th Conference Digital Humanities in the Nordic and Baltic Countries: Sustainability: Environment, Community, Data - Online, Oslo, Norway. https://zenodo.org/record/7670464
2022
“Reviewer Preferences and Gender Disparities in Aesthetic Judgments.”
Lassen, Ida Marie S. Lassen, Yuri Bizzoni, Telma Peura, Mads Rosendahl Thomsen, and Kristoffer L. Nielbo. 2022. In CEUR Workshop Proceedings, 280–90. Antwerp, Belgium. https://ceur-ws.org/Vol-3290/short_paper1885.pdf
“Fractality of Sentiment Arcs for Literary Quality Assessment: The Case of Nobel Laureates.”
Bizzoni, Yuri, Kristoffer L. Nielbo, and Mads Rosendahl Thomsen. 2022. In Proceedings of the 2nd International Workshop on Natural Language Processing for Digital Humanities, 31–41. Taipei, Taiwan: Association for Computational Linguistics. https://aclanthology.org/2022.nlp4dh-1.5
Presentation: “No Golden Path - A Cautionary Tale of Quality and Bias.”
Lassen, Ida Marie S. Lassen, Yuri Bizzoni, Telma Peura, Mads Rosendahl Thomsen, and Kristoffer L. Nielbo. 2022. DARIAH Annual Event 2022: Storytelling. https://zenodo.org/record/6594716
“Predicting Literary Quality How Perspectivist Should We Be?”
Bizzoni, Yuri, Ida Marie S. Lassen, Telma Peura, Mads Rosendahl Thomsen, and Kristoffer L. Nielbo. 2022. In Proceedings of the 1st Workshop on Perspectivist Approaches to NLP @LREC2022, 20–25. Marseille, France: European Language Resources Association. https://aclanthology.org/2022.nlperspectives-1.3
“Fractal Sentiments and Fairy Tales - Fractal Scaling of Narrative Arcs as Predictor of the Perceived Quality of Andersen’s Fairy Tales.”
Bizzoni, Yuri, Telma Peura, Mads Thomsen, and Kristoffer L. Nielbo. 2022. Journal of Data Mining & Digital Humanities NLP4DH: 9154. https://doi.org/10.46298/jdmdh.9154
“Correlations between GoodReads Appreciation and the Sentiment Arc Fractality of the Grimm Brothers’ Fairy Tales.”
Bizzoni, Yuri, Mads Rosendahl Thomsen, Ida Marie S. Lassen, and Kristoffer L. Nielbo. 2022. In CEUR Workshop Proceedings, 374–86. Antwerp, Belgium. https://ceur-ws.org/Vol-3290/short_paper9235.pdf
2021
“Sentiment Dynamics of Success: Fractal Scaling of Story Arcs Predicts Reader Preferences."
Bizzoni, Yuri, Kristoffer L. Nielbo, Telma Peura, and Mads R. Thomsen. 2021. In Proceedings of the Workshop on Natural Language Processing for Digital Humanities, 1–6. The Association for Computational Linguistics. https://aclanthology.org/2021.nlp4dh-1.1
“Dynamic Evolution of Sentiments in Never Let Me Go : Insights from Multifractal Theory and Its Implications for Literary Analysis."
Hu, Qiyue, Bin Liu, Mads Rosendahl Thomsen, Jianbo Gao, and Kristoffer L. Nielbo. 2021. Digital Scholarship in the Humanities 36 (2): 322–32. https://doi.org/10.1093/llc/fqz092