Discourse Analysis, Discourse Parsing, Discourse Relation Recogntion

Discourse Parsing

• A Unified Linear-Time Framework for Sentence-Level Discourse Parsing (ACL 2019)
• A Two-Stage Parsing Method for Text-Level Discourse Analysis (ACL 2017)

Discourse Relation Recognition

• SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition (IJCAI 2017)
• Implicit Discourse Relation Classification via Multi-Task Neural Networks (AAAI 2016)

Data

• PDTB (Penn Discourse Treebank Version 2.0) [https://catalog.ldc.upenn.edu/LDC2008T05]
• RST-DT (RST Discourse Treebank) [https://catalog.ldc.upenn.edu/LDC2002T07]