A Span Selection Model for Semantic Role Labeling

EMNLP 2018 Hiroki OuchiHiroyuki ShindoYuji Matsumoto

We present a simple and accurate span-based model for semantic role labeling (SRL). Our model directly takes into account all possible argument spans and scores them for each label... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Semantic Role Labeling CoNLL 2005 BiLSTM-Span (Ensemble) F1 88.5 # 1
Semantic Role Labeling CoNLL 2005 BiLSTM-Span F1 87.6 # 3
Semantic Role Labeling OntoNotes BiLSTM-Span (Ensemble) F1 87.0 # 1
Semantic Role Labeling OntoNotes BiLSTM-Span F1 86.2 # 2