NLPerspectives 2023
2nd Workshop on Perspectivist Approaches to NLP

Table of Contents

• Preface
  Summary: There were 11 papers submitted for peer-review to this workshop, including research communications. Out of these, 6 papers were accepted for this volume as regular papers.

Invited Talk

• Personalized NLP: Context is All you Need
  Przemysław Kazienko

Main Session

• Capturing Human Perspectives in NLP: Questionnaires, Annotations, and Biases
  Wiktoria Mieleszczenko-Kowszewicz, Kamil Kanclerz, Julita Bielaniewicz, Marcin Oleksy, Marcin Gruza, Stanisław Woźniak, Ewa Dzięcioł, Przemyslaw Kazienko, Jan Kocon
• Social or Individual Disagreement? Perspectivism in the Annotation of Sexist Jokes
  Berta Chulvi, Lara Fontanella, Roberto Labadie-Tamayo, Paolo Rosso
• Hierarchical Clustering of Label-based Annotator Representations for Mining Perspectives
  Soda Marem Lo, Valerio Basile
• Does Anyone see the Irony here? Analysis of Perspective-aware Model Predictions in Irony Detection
  Simona Frenda, Soda Marem Lo, Silvia Casola, Bianca Scarlini, Cristina Marco, Valerio Basile, Davide Bernardi
• Annotation Imputation to Individualize Predictions: Initial Studies on Distribution Dynamics and Model Predictions
  London Lowmanstone, Ruyuan Wan, Risako Owan, Jaehyung Kim, Dongyeop Kang
• Unimodalities Count as Perspectives in Multimodal Emotion Annotation
  Quanqi Du, Sofie Labat, Thomas Demeester, Veronique Hoste