ContraCLM: Contrastive Learning For Causal Language Model ACL

Nihal Jain | Dejiao Zhang | Wasi Uddin Ahmad | Zijian Wang | Feng Nan | Xiaopeng Li | Ming Tan | Ramesh Nallapati | Baishakhi Ray | Parminder Bhatia | Xiaofei Ma | Bing Xiang |

Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL

Robert Giaquinto | Dejiao Zhang | Benjamin Kleiner | Yang Li | Ming Tan | Parminder Bhatia | Ramesh Nallapati | Xiaofei Ma |

Exploring Continual Learning for Code Generation Models ACL

Prateek Yadav | Qing Sun | Hantian Ding | Xiaopeng Li | Dejiao Zhang | Ming Tan | Parminder Bhatia | Xiaofei Ma | Ramesh Nallapati | Murali Krishna Ramanathan | Mohit Bansal | Bing Xiang |

Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL Findings

Dejiao Zhang | Wei Xiao | Henghui Zhu | Xiaofei Ma | Andrew Arnold |

Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL BigScience

Xisen Jin | Dejiao Zhang | Henghui Zhu | Wei Xiao | Shang-Wen Li | Xiaokai Wei | Andrew Arnold | Xiang Ren |

Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL

Xisen Jin | Dejiao Zhang | Henghui Zhu | Wei Xiao | Shang-Wen Li | Xiaokai Wei | Andrew Arnold | Xiang Ren |

Learning Dialogue Representations from Consecutive Utterances NAACL

Zhihan Zhou | Dejiao Zhang | Wei Xiao | Nicholas Dingwall | Xiaofei Ma | Andrew Arnold | Bing Xiang |

Entity-level Factual Consistency of Abstractive Text Summarization EACL

Feng Nan | Ramesh Nallapati | Zhiguo Wang | Cicero Nogueira dos Santos | Henghui Zhu | Dejiao Zhang | Kathleen McKeown | Bing Xiang |

Supporting Clustering with Contrastive Learning NAACL

Dejiao Zhang | Feng Nan | Xiaokai Wei | Shang-Wen Li | Henghui Zhu | Kathleen McKeown | Ramesh Nallapati | Andrew O. Arnold | Bing Xiang |

Improving Factual Consistency of Abstractive Summarization via Question Answering ACL IJCNLP

Feng Nan | Cicero Nogueira dos Santos | Henghui Zhu | Patrick Ng | Kathleen McKeown | Ramesh Nallapati | Dejiao Zhang | Zhiguo Wang | Andrew O. Arnold | Bing Xiang |

Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction ACL IJCNLP

Yifan Gao | Henghui Zhu | Patrick Ng | Cicero Nogueira dos Santos | Zhiguo Wang | Feng Nan | Dejiao Zhang | Ramesh Nallapati | Andrew O. Arnold | Bing Xiang |

Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP

Dejiao Zhang | Shang-Wen Li | Wei Xiao | Henghui Zhu | Ramesh Nallapati | Andrew O. Arnold | Bing Xiang |

Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP Findings

Dejiao Zhang | Ramesh Nallapati | Henghui Zhu | Feng Nan | Cicero Nogueira dos Santos | Kathleen McKeown | Bing Xiang |