Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP (NLPerspectives) @ LREC-COLING 2024
LREC-COLING 2024 Workshop
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, Lora Aroyo
Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation
Flor Miriam Plaza-del-Arco, Debora Nozza, Dirk Hovy
Revisiting Annotation of Online Gender-Based Violence
Gavin Abercrombie, Nikolas Vitsakis, Aiqi Jiang, Ioannis Konstas
A Perspectivist Corpus of Numbers in Social Judgements
Marlon May, Lucie Flek, Charles Welch
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, Fosca Giannotti
Disagreement in Argumentation Annotation
Anna Lindahl
Moral Disagreement over Serious Matters: Discovering the Knowledge Hidden in the Perspectives
Anny D. Alvarez Nogales, Oscar Araque
Perspectives on Hate: General vs. Domain-Specific Models
Giulia Rizzi, Michele Fontana, Elisabetta Fersini
Soft metrics for evaluation with disagreements: an assessment
Giulia Rizzi, Elisa Leonardelli, Massimo Poesio, Alexandra Uma, Maja Pavlovic, Silviu Paun, Paolo Rosso, Elisabetta Fersini
Designing NLP Systems That Adapt to Diverse Worldviews
Claudiu Creanga, Liviu P. Dinu
The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation
Maja Pavlovic, Massimo Poesio
What Does Perspectivism Mean? An Ethical and Methodological Countercriticism
Mathieu Valette
OrigamIM: A Dataset of Ambiguous Sentence Interpretations for Social Grounding and Implicit Language Understanding
Liesbeth Allein, Marie-Francine Moens
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection
Michele Mastromattei, Fabio Massimo Zanzotto
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, Ding Wang
A Dataset for Multi-Scale Film Rating Inference from Reviews
Frankie Robertson, Stefano Leone
Showing all 16 papers