3 papers
cs.CL2026
Human Label Variation in Implicit Discourse Relation Recognition
Frances Yung, Daniil Ignatev, Merel Scholman +2
There is growing recognition that many NLP tasks lack a single ground truth, as human judgments reflect diverse perspectives. To capture this variation, models have been developed…
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
On Crowdsourcing Task Design for Discourse Relation Annotation
Frances Yung, Vera Demberg
Interpreting implicit discourse relations involves complex reasoning, requiring the integration of semantic cues with background knowledge, as overt connectives like because or the…