|  | Vol-3494 urn:nbn:de:0074-3494-9 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# NLPerspectives 2023
2nd Workshop on Perspectivist Approaches to NLP

### Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP
co-located with 26th European Conference on Artificial Intelligence (ECAI 2023)

### Kraków, Poland, September 30th, 2023.

Edited by

### Gavin Abercrombie *
Valerio Basile **
Davide Bernardi ***
Shiran Dudy ****
Simona Frenda **
Lucy Havens *****
Elisa Leonardelli ******
Sara Tonelli *******

* Heriot-Watt University, Scotland
** University of Turin, Italy
*** Amazon Alexa, Italy
**** Northeastern University, United States
***** University of Edinburgh, Scotland
****** Fondazione Bruno Kessler, Italy

## 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

2023-09-20: submitted by Valerio Basile, metadata incl. bibliographic data published under Creative Commons CC0
2023-09-28: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|