Enriching Pre-trained Language Model with Entity Information for Relation Classification

20 May 2019Shanchan WuYifan He

Relation classification is an important NLP task to extract relations between entities. The state-of-the-art methods for relation classification are primarily based on Convolutional or Recurrent Neural Networks... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Relation Extraction SemEval-2010 Task 8 R-BERT F1 89.25 # 4
Relation Extraction TACRED R-BERT F1 69.4 # 3