Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP (NLPerspectives)

Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP (NLPerspectives)

ISBN: 978-2-493814-23-4
EAN: 9782493814234

List of Papers

pdf	bib	Papers	pages
pdf	bib	Is a picture of a bird a bird? A mixed-methods approach to understanding diverse human perspectives and ambiguity in machine vision models Alicia Parrish, Susan Hao, Sarah Laszlo and Lora Aroyo	pp. 1‑18
pdf	bib	Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation Flor Miriam Plaza-del-Arco, Debora Nozza and Dirk Hovy	pp. 19‑30
pdf	bib	Revisiting Annotation of Online Gender-Based Violence Gavin Abercrombie, Nikolas Vitsakis, Aiqi Jiang and Ioannis Konstas	pp. 31‑41
pdf	bib	A Perspectivist Corpus of Numbers in Social Judgements Marlon May, Lucie Flek and Charles Welch	pp. 42‑48
pdf	bib	An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives Benedetta Muscato, Chandana Sree Mala, Marta Marchiori Manerba, Gizem Gezici and Fosca Giannotti	pp. 49‑55
pdf	bib	Disagreement in Argumentation Annotation Anna Lindahl	pp. 56‑66
pdf	bib	Moral Disagreement over Serious Matters: Discovering the Knowledge Hidden in the Perspectives Anny D. Alvarez Nogales and Oscar Araque	pp. 67‑77
pdf	bib	Perspectives on Hate: General vs. Domain-Specific Models Giulia Rizzi, Michele Fontana and Elisabetta Fersini	pp. 78‑83
pdf	bib	Soft metrics for evaluation with disagreements: an assessment Giulia Rizzi, Elisa Leonardelli, Massimo Poesio, Alexandra Uma, Maja Pavlovic, Silviu Paun, Paolo Rosso and Elisabetta Fersini	pp. 84‑94
pdf	bib	Designing NLP Systems That Adapt to Diverse Worldviews Claudiu Creanga and Liviu P. Dinu	pp. 95‑99
pdf	bib	The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation Maja Pavlovic and Massimo Poesio	pp. 100‑110
pdf	bib	What Does Perspectivism Mean? An Ethical and Methodological Countercriticism Mathieu Valette	pp. 111‑115
pdf	bib	OrigamIM: A Dataset of Ambiguous Sentence Interpretations for Social Grounding and Implicit Language Understanding Liesbeth Allein and Marie-Francine Moens	pp. 116‑122
pdf	bib	Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection Michele Mastromattei and Fabio Massimo Zanzotto	pp. 123‑130
pdf	bib	Intersectionality in AI Safety: Using Multilevel Models to Understand Diverse Perceptions of Safety in Conversational AI Christopher Homan, Gregory Serapio-Garcia, Lora Aroyo, Mark Diaz, Alicia Parrish, Vinodkumar Prabhakaran, Alex Taylor and Ding Wang	pp. 131‑141
pdf	bib	A Dataset for Multi-Scale Film Rating Inference from Reviews Frankie Robertson and Stefano Leone	pp. 142‑150