Wenyuan Zeng

Efficient Summarization with Read-Again and Copy Mechanism

2016 · arXiv (Cornell University)

Encoder-decoder models have been widely used to solve sequence to sequence prediction tasks. However current approaches suffer from two shortcomings. First, the encoders compute a representation of each word taking into account only the history …

Incorporating Relation Paths in Neural Relation Extraction

2017

Distantly supervised relation extraction has been widely used to find novel relational facts from plain text. To predict the relation between a pair of two target entities, existing methods solely rely on those direct sentences …