Design Challenges and Misconceptions in Neural Sequence Labeling

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Knowledge Triples

Source Entity	Relationship	Target Entity
Benchmark Material	usedIn	Neural Sequence Labeling Method
Neural Networks Method	usedFor	Neural Sequence Labeling Method
Neural Sequence Labeling Method	includes	Chunking Task
Neural Sequence Labeling Method	includes	Named Entity Recognition Task
Neural Sequence Labeling Method	includes	POS Tagging Task
Statistical Experiments Method	usedFor	Neural Sequence Labeling Method