Recent years have seen a flourishing of neural keyphrase generation (KPG) works, including the release of several large-scale datasets and a host of new models to tackle them.
Neural network-based sequence-to-sequence (seq2seq) models strongly suffer from the low-diversity problem when it comes to open-domain dialogue generation.
Pretrained language models like BERT have achieved good results on NLP tasks, but are impractical on resource-limited devices due to memory footprint.
An image caption should fluently present the essential information in a given image, including informative, fine-grained entity mentions and the manner in which these entities interact.
Sentence simplification aims to reduce the complexity of a sentence while retaining its original meaning.
Ranked #2 on Text Simplification on ASSET
Keyphrase provides highly-condensed information that can be effectively used for understanding, organizing and retrieving text content.