Semantic Matching for Sequence-to-Sequence Learning EMNLP Findings

Ruiyi Zhang | Changyou Chen | Xinyuan Zhang | Ke Bai | Lawrence Carin |

Learning Compressed Sentence Representations for On-Device Text Processing ACL

Dinghan Shen | Pengyu Cheng | Dhanasekar Sundararaman | Xinyuan Zhang | Qian Yang | Meng Tang | Asli Celikyilmaz | Lawrence Carin |

Syntax-Infused Variational Autoencoder for Text Generation ACL

Xinyuan Zhang | Yi Yang | Siyang Yuan | Dinghan Shen | Lawrence Carin |

Improving Textual Network Embedding with Global Attention via Optimal Transport ACL

Liqun Chen | Guoyin Wang | Chenyang Tao | Dinghan Shen | Pengyu Cheng | Xinyuan Zhang | Wenlin Wang | Yizhe Zhang | Lawrence Carin |

Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment EMNLP

Dinghan Shen | Xinyuan Zhang | 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 |