Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining

Benchmark Model Rank Results
discourse-parsing-on-instr-dtGuz et al. (2020)–Standard Parseval (Nuclearity): 44.41Standard Parseval (Span): 64.55
discourse-parsing-on-instr-dtGuz et al. (2020) (pretrained)–Standard Parseval (Nuclearity): 46.59Standard Parseval (Span): 65.41
discourse-parsing-on-rst-dtGuz et al. (2020)–Standard Parseval (Span): 72.43Standard Parseval (Nuclearity): 61.38
discourse-parsing-on-rst-dtGuz et al. (2020)–Standard Parseval (Span): 72.43
discourse-parsing-on-rst-dtGuz et al. (2020) (pretrained)–Standard Parseval (Span): 72.94Standard Parseval (Nuclearity): 61.86