Two-Stage Encoder for Pointer-Generator Network with Pretrained Embeddings

Abstractive summarization has become the mainstream of automatic text summarization because of its unique flexibility. Pointer-Generator Network(PGN) has already been the de facto standard for the text summarization model. However, this model still has two main shortcomings: first, since the word embeddings obtained from the word embedding matrix lack of contextual semantic information, the model ...