Read Paper 《GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition》
Read Paper 《You Write Like You Eat: Stylistic variation as a predictor of social stratification》
URL: http://arxiv.org/abs/1907.07265 https://github.com/anbasile/social-variation(尚未存在)
TL;DR
ACL 2019 一篇脑洞大开的创意文章。 受不同阶层人们发音不同研究的启发,在更大的数据集上验证不同阶层的人们的写作文体不一样,并给出了重要特征。
Read Paper 《How to make a pizza: Learning a compositional layer-based GAN model》
Read Paper 《Sequence-to-Sequence Learning as Beam-Search Optimization》
URL:https://www.aclweb.org/anthology/D16-1137
lua源代码: https://github.com/harvardnlp/BSO
注释
EMNLP2016 最早提出用束搜索(beam search)优化seq2seq测试时效果,一定程度上克服训练与测试间的模型获知信息偏差和损失于指标间的偏差。