Deep Semantic Role Labeling with Self-Attention

5 Dec 2017Zhixing TanMingxuan WangJun XieYidong ChenXiaodong Shi

Semantic Role Labeling (SRL) is believed to be a crucial step towards natural language understanding and has been widely studied. Recent years, end-to-end SRL with recurrent neural networks (RNN) has gained increasing attention... (read more)

PDF Abstract

Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Semantic Role Labeling OntoNotes Tan et al. F1 82.7 # 6