Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling

Semantic role labeling (SRL) is the task of identifying the predicate-argument structure of a sentence. It is typically regarded as an important step in the standard NLP pipeline... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Chinese Semantic Role Labeling CoNLL-2009 Marcheggiani and Diego (2017) F1 82.5 # 2
Precision 84.6 # 2
Recall 80.4 # 2

Methods used in the Paper