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ResearchFormerly WizWand

Structure Prediction on RST-DT

88.3Micro F1Human (2017)
47.136857.823468.5179.1966Nov 6, 2020
Updated 8mo ago

Evaluation results

MethodLinks
Human (2017)2020.1188.3
Neural Discourse Parser + Pretrainingpretraining=MEGA-DT treebank2020.1186.47
Neural Discourse Parservariant=base2020.1186.22
Two-Stage(2017)2020.1185.98
Transition-Syntax(2018)2020.1185.5
Neural Discourse Parser (- Features)ablation=no manual features2020.1185.3
gCRF(2014)2020.1184.3
Neural Discourse Parser (- LM Pretraining)ablation=no LM pretraining2020.1182.89
CODRA(2015)2020.1182.6
DPLP(2014)2020.1182
Cross-Lingual (2017)2020.1181.3
Neural Discourse Parser (- RoBERTa)ablation=no RoBERTa2020.1179.95
Human (2017)2020.1177.3
Neural Discourse Parser + Pretrainingpretraining=MEGA-DT treebank2020.1173.53
Transition-Syntax(2018)2020.1173.1
Neural Discourse Parservariant=base2020.1173.03
Two-Stage(2017)2020.1172.4
Neural Discourse Parser (- Features)ablation=no manual features2020.1171.04
gCRF(2014)2020.1169.4
CODRA(2015)2020.1168.3
DPLP(2014)2020.1168.2
Cross-Lingual (2017)2020.1168.1
Neural Discourse Parser (- LM Pretraining)ablation=no LM pretraining2020.1163.22
Neural Discourse Parser (- RoBERTa)ablation=no RoBERTa2020.1148.72