DeNERT-KG: Named Entity and Relation Extraction Model Using DQN, Knowledge Graph, and BERT

15 Sep 2020 SungMin Yang SoYeop Yoo OkRan Jeong

Along with studies on artificial intelligence technology, research is also being carried out actively in the field of natural language processing to understand and process people’s language, in other words, natural language. For computers to learn on their own, the skill of understanding natural language is very important... (read more)

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Results from the Paper


Ranked #3 on Relation Extraction on TACRED (using extra training data)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
BENCHMARK
Relation Extraction TACRED DeNERT-KG F1 72.4 # 3

Methods used in the Paper