Downstream Model Design of Pre-trained Language Model for Relation Extraction Task

8 Apr 2020Cheng LiYe Tian

Supervised relation extraction methods based on deep neural network play an important role in the recent information extraction field. However, at present, their performance still fails to reach a good level due to the existence of complicated relations... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Relation Extraction NYT REDN F1 89.8 # 1
Relation Extraction SemEval-2010 Task 8 REDN F1 91.0 # 1
Relation Extraction WebNLG REDN F1 96.3 # 1