3 papers
cs.CL2025
Synthetic Data Augmentation for Cross-domain Implicit Discourse Relation Recognition
Frances Yung, Varsha Suresh, Zaynab Reza +2
Implicit discourse relation recognition (IDRR) -- the task of identifying the implicit coherence relation between two text spans -- requires deep semantic understanding. Recent stu…
cs.CL2024
Prompting Implicit Discourse Relation Annotation
Frances Yung, Mansoor Ahmad, Merel Scholman +1
Pre-trained large language models, such as ChatGPT, archive outstanding performance in various reasoning tasks without supervised training and were found to have outperformed crowd…
cs.CL2023
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design
Valentina Pyatkin, Frances Yung, Merel C. J. Scholman +3
Disagreement in natural language annotation has mostly been studied from a perspective of biases introduced by the annotators and the annotation frameworks. Here, we propose to ana…