Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL

Dinghan Shen | Guoyin Wang | Wenlin Wang | Martin Renqiang Min | Qinliang Su | Yizhe Zhang | Chunyuan Li | Ricardo Henao | Lawrence Carin |

Joint Embedding of Words and Labels for Text Classification ACL

Guoyin Wang | Chunyuan Li | Wenlin Wang | Yizhe Zhang | Dinghan Shen | Xinyuan Zhang | Ricardo Henao | Lawrence Carin |

Learning Generic Sentence Representations Using Convolutional Neural Networks EMNLP

Zhe Gan | Yunchen Pu | Ricardo Henao | Chunyuan Li | Xiaodong He | Lawrence Carin |

Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ACL

Zhe Gan | Chunyuan Li | Changyou Chen | Yunchen Pu | Qinliang Su | Lawrence Carin |