Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts

4 Dec 2019 Qiongxing Tao Xiangfeng Luo Hao Wang

State-of-the-art methods for relation extraction consider the sentential context by modeling the entire sentence. However, syntactic indicators, certain phrases or words like prepositions that are more informative than other words and may be beneficial for identifying semantic relations... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Relation Extraction SemEval-2010 Task 8 Skeleton-Aware BERT F1 90.36 # 3

Methods used in the Paper