Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning EMNLP Findings

Rui Wang | Shijing Si | Guoyin Wang | Lei Zhang | Lawrence Carin | Ricardo Henao |

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

Dinghan Shen | Xinyuan Zhang | Ricardo Henao | Lawrence Carin |

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 |

NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing ACL

Dinghan Shen | Qinliang Su | Paidamoyo Chapfuwa | Wenlin Wang | Guoyin Wang | 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 |