Proceedings of the 1st Workshop on Perspectivist Approaches to NLP @LREC2022
LREC 2022 Workshop
Disagreement Space in Argument Analysis
Annette Hautli-Janisz, Ella Schad, Chris Reed
Analyzing the Effects of Annotator Gender across NLP Tasks
Laura Biester, Vanita Sharma, Ashkan Kazemi, Naihao Deng, Steven Wilson, Rada Mihalcea
Predicting Literary Quality How Perspectivist Should We Be?
Yuri Bizzoni, Ida Marie Lassen, Telma Peura, Mads Rosendahl Thomsen, Kristoffer Nielbo
Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset
Marta Marchiori Manerba, Riccardo Guidotti, Lucia Passaro, Salvatore Ruggieri
The Viability of Best-worst Scaling and Categorical Data Label Annotation Tasks in Detecting Implicit Bias
Parker Glenn, Cassandra L. Jacobs, Marvin Thielk, Yi Chu
What If Ground Truth Is Subjective? Personalized Deep Neural Hate Speech Detection
Kamil Kanclerz, Marcin Gruza, Konrad Karanowski, Julita Bielaniewicz, Piotr Milkowski, Jan Kocon, Przemyslaw Kazienko
StudEmo: A Non-aggregated Review Dataset for Personalized Emotion Recognition
Anh Ngo, Agri Candri, Teddy Ferdinan, Jan Kocon, Wojciech Korczynski
Annotator Response Distributions as a Sampling Frame
Christopher Homan, Tharindu Cyril Weerasooriya, Lora Aroyo, Chris Welty
Variation in the Expression and Annotation of Emotions: A Wizard of Oz Pilot Study
Sofie Labat, Naomi Ackaert, Thomas Demeester, Veronique Hoste
Beyond Explanation: A Case for Exploratory Text Visualizations of Non-Aggregated, Annotated Datasets
Lucy Havens, Benjamin Bach, Melissa Terras, Beatrice Alex
The Measuring Hate Speech Corpus: Leveraging Rasch Measurement Theory for Data Perspectivism
Pratik Sachdeva, Renata Barreto, Geoff Bacon, Alexander Sahn, Claudia von Vacano, Chris Kennedy
Improving Label Quality by Jointly Modeling Items and Annotators
Tharindu Cyril Weerasooriya, Alexander Ororbia, Christopher Homan
Lutma: A Frame-Making Tool for Collaborative FrameNet Development
Tiago Timponi Torrent, Arthur Lorenzi, Ely Edison Matos, Frederico Belcavello, Marcelo Viridiano, Maucha Andrade Gamonal
The Case for Perspective in Multimodal Datasets
Marcelo Viridiano, Tiago Timponi Torrent, Oliver Czulo, Arthur Lorenzi, Ely Matos, Frederico Belcavello
Change My Mind: How Syntax-based Hate Speech Recognizer Can Uncover Hidden Motivations Based on Different Viewpoints
Michele Mastromattei, Valerio Basile, Fabio Massimo Zanzotto
Showing all 15 papers