Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction

22 Nov 2019 Tapas Nayak Hwee Tou Ng

A relation tuple consists of two entities and the relation between them, and often such tuples are found in unstructured text. There may be multiple relation tuples present in a text and they may share one or both entities among them... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Relation Extraction NYT24 WDec F1 84.4 # 1
Relation Extraction NYT29 WDec F1 71.6 # 1
Relation Extraction NYT29 PNDec F1 67.3 # 2

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