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cs.CL2025
Evaluating Discourse Cohesion in Pre-trained Language Models
Jie He, Wanqiu Long, Deyi Xiong
Large pre-trained neural models have achieved remarkable success in natural language process (NLP), inspiring a growing body of research analyzing their ability from different aspe…
cs.CL2024
Leveraging Hierarchical Prototypes as the Verbalizer for Implicit Discourse Relation Recognition
Wanqiu Long, Bonnie Webber
Implicit discourse relation recognition involves determining relationships that hold between spans of text that are not linked by an explicit discourse connective. In recent years,…
cs.CL2024
Multi-Label Classification for Implicit Discourse Relation Recognition
Wanqiu Long, N. Siddharth, Bonnie Webber
Discourse relations play a pivotal role in establishing coherence within textual content, uniting sentences and clauses into a cohesive narrative. The Penn Discourse Treebank (PDTB…