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3rd Workshop on Perspectivist Approaches to NLP (NLPerspectives)
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PROGRAM
Tuesday, May 21, 2024 | |
| 09:00–09:30 | Introduction |
| 09:30–10:30 | First Keynote |
| 10:30–11:00 | Coffee Break |
| 11:00–13:30 | Short Talks and Poster Session |
| 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 | |
| Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation Flor Miriam Plaza-del-Arco, Debora Nozza and Dirk Hovy | |
| Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis Nayeon Lee, Chani Jung, Junho Myung, Jiho Jin, Jose Camacho-Collados, Juho Kim and Alice Oh | |
| Revisiting Annotation of Online Gender-Based Violence Gavin Abercrombie, Nikolas Vitsakis, Aiqi Jiang and Ioannis Konstas | |
| Confidence-based Ensembling of Perspective-aware Models Silvia Casola, Soda Marem Lo, Valerio Basile, Simona Frenda, Alessandra Teresa Cignarella, Viviana Patti and Cristina Bosco | |
| A Perspectivist Corpus of Numbers in Social Judgements Marlon May, Lucie Flek and 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 and Fosca Giannotti | |
| Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing Nuria Rodríguez Barroso, Eugenio Martínez Cámara, Jose Camacho-Collados, M. Victoria Luzón and Francisco Herrera | |
| Disagreement in Argumentation Annotation Anna Lindahl | |
| Moral Disagreement over Serious Matters: Discovering the Knowledge Hidden in the Perspectives Anny D. Alvarez Nogales and Oscar Araque | |
| Perspectives on Hate: General vs. Domain-Specific Models Giulia Rizzi, Michele Fontana and Elisabetta Fersini | |
| 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 | |
| Designing NLP Systems That Adapt to Diverse Worldviews Claudiu Creanga and Liviu P. Dinu | |
| The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation Maja Pavlovic and Massimo Poesio | |
| What Does Perspectivism Mean? An Ethical and Methodological Countercriticism Mathieu Valette | |
| Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement Gavin Abercrombie, Amanda Cercas Curry, Tanvi Dinkar, Verena Rieser and Dirk Hovy | |
| 13:30–15:00 | Lunch Break |
| 15:00–16:00 | Remote Presentations |
| OrigamIM: A Dataset of Ambiguous Sentence Interpretations for Social Grounding and Implicit Language Understanding Liesbeth Allein and Marie-Francine Moens | |
| Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection Michele Mastromattei and 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 and Ding Wang | |
| Quantifying the Persona Effect in LLM Simulations Tiancheng Hu and Nigel Collier | |
| A Dataset for Multi-Scale Film Rating Inference from Reviews Frankie Robertson and Stefano Leone | |
| Towards Situated Evaluation for Perspectivist Machine Learning Problems: A Pilot Study of Image Aesthetic Quality Assessment. Samuel Goree and David Crandall | |
| 16:00–16:30 | Coffee Break |
| 16:30–17:30 | Panel Discussion |
| 17:30–18:00 | Wrapup and Close |