Image caption generation:

Simple encoder-decoder image captioning:

 

(Paper)StyleNet: Generating Attractive Visual Captions with Styles: 

 

(Paper)Show,attend and tell:Neural Image Caption Generation with Visual Attention: (soft attention)

(Paper)Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering: 

(Paper)Knowing When to Look: Adaptive Attention via a Visual Sentinal for Image Captioning(CVPR 2017):

 

(Paper)Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions(CVPR 2019): 

 

Image captioning codebase in PyTorch:   (感觉这个代码很难读懂啊。。。) 

(Paper)A Multi-task Learning Approach for Image Captioning(IJCAI 2018):

 

(Paper)Neural Baby Talk (CVPR 2018):

(Paper)Recurrent Fusion Network for Image Captioning(ECCV 2018):

(Paper)Stack-Captioning: Coarse-to-Fine Learning for Image Captioning(AAAI 2018): 

 

非Image Caption:

Hierarchical Attention Networks for Document Classification:

(Paper)Learning to Summarize Radiology Findings:

 

Text Style Transfer

Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer (NAACL 2018): 

Style Transfer Through Back-Translation (ACL-2018):

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach (ACL 2018):(TesorFlow)

Unsupervised Controllable Text Formalization (AAAI 2019):