BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression EACL

Ji Xin | Raphael Tang | Yaoliang Yu | Jimmy Lin |

Voice Query Auto Completion EMNLP

Raphael Tang | Karun Kumar | Kendra Chalkley | Ji Xin | Liming Zhang | Wenyan Li | Gefei Yang | Yajie Mao | Junho Shin | Geoffrey Craig Murray | Jimmy Lin |

How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks BlackboxNLP EMNLP

Zhiying Jiang | Raphael Tang | Ji Xin | Jimmy Lin |

The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL IJCNLP

Ji Xin | Raphael Tang | Yaoliang Yu | Jimmy Lin |

Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT ACL RepL4NLP WS

Ashutosh Adhikari | Achyudh Ram | Raphael Tang | William L. Hamilton | Jimmy Lin |

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference ACL

Ji Xin | Raphael Tang | Jaejun Lee | Yaoliang Yu | Jimmy Lin |

Showing Your Work Doesn’t Always Work ACL

Raphael Tang | Jaejun Lee | Ji Xin | Xinyu Liu | Yaoliang Yu | Jimmy Lin |

Inserting Information Bottlenecks for Attribution in Transformers EMNLP Findings

Zhiying Jiang | Raphael Tang | Ji Xin | Jimmy Lin |

Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset EMNLP sdp

Edwin Zhang | Nikhil Gupta | Raphael Tang | Xiao Han | Ronak Pradeep | Kuang Lu | Yue Zhang | Rodrigo Nogueira | Kyunghyun Cho | Hui Fang | Jimmy Lin |

Howl: A Deployed, Open-Source Wake Word Detection System EMNLP NLPOSS

Raphael Tang | Jaejun Lee | Afsaneh Razi | Julia Cambre | Ian Bicking | Jofish Kaye | Jimmy Lin |

Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling EMNLP

Linqing Liu | Wei Yang | Jinfeng Rao | Raphael Tang | Jimmy Lin |

Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting EMNLP

Jaejun Lee | Raphael Tang | Jimmy Lin |

Natural Language Generation for Effective Knowledge Distillation EMNLP WS

Raphael Tang | Yao Lu | Jimmy Lin |

Rethinking Complex Neural Network Architectures for Document Classification NAACL

Ashutosh Adhikari | Achyudh Ram | Raphael Tang | Jimmy Lin |