ResearchBenchmarksStructure Prediction on RST-DTFollow88.3Micro F1Human (2017)47.136857.823468.5179.1966Nov 6, 2020Evaluation ResultsMethodMethodLinksMicro F1Human (2017)2020.1188.3Neural Discourse Parser + Pretrainingpretraining=MEGA-DT tr...pretraining=MEGA-DT treebank2020.1186.47Neural Discourse Parservariant=basevariant=base2020.1186.22Two-Stage(2017)2020.1185.98Transition-Syntax(2018)2020.1185.5Neural Discourse Parser (- Features)ablation=no manual fea...ablation=no manual features2020.1185.3gCRF(2014)2020.1184.3Neural Discourse Parser (- LM Pretraining)ablation=no LM pretrai...ablation=no LM pretraining2020.1182.89CODRA(2015)2020.1182.6DPLP(2014)2020.1182Cross-Lingual (2017)2020.1181.3Neural Discourse Parser (- RoBERTa)ablation=no RoBERTaablation=no RoBERTa2020.1179.95Human (2017)2020.1177.3Neural Discourse Parser + Pretrainingpretraining=MEGA-DT tr...pretraining=MEGA-DT treebank2020.1173.53Transition-Syntax(2018)2020.1173.1Neural Discourse Parservariant=basevariant=base2020.1173.03Two-Stage(2017)2020.1172.4Neural Discourse Parser (- Features)ablation=no manual fea...ablation=no manual features2020.1171.04gCRF(2014)2020.1169.4CODRA(2015)2020.1168.3DPLP(2014)2020.1168.2Cross-Lingual (2017)2020.1168.1Neural Discourse Parser (- LM Pretraining)ablation=no LM pretrai...ablation=no LM pretraining2020.1163.22Neural Discourse Parser (- RoBERTa)ablation=no RoBERTaablation=no RoBERTa2020.1148.72