Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks

28 Sep 2017Mingbo MaKai ZhaoLiang HuangBing XiangBowen Zhou

Sentence-level classification and sequential labeling are two fundamental tasks in language understanding. While these two tasks are usually modeled separately, in reality, they are often correlated, for example in intent classification and slot filling, or in topic classification and named-entity recognition... (read more)

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