Guohong Fu

End-to-End Neural Relation Extraction with Global Optimization

2017

Neural networks have shown promising results for relation extraction. State-ofthe-art models cast the task as an end-toend problem, solved incrementally using a local classifier. Yet previous work using statistical models have demonstrated that global optimization …