A Static Evaluation of Code Completion by Large Language Models ACL

Hantian Ding | Varun Kumar | Yuchen Tian | Zijian Wang | Rob Kwiatkowski | Xiaopeng Li | Murali Krishna Ramanathan | Baishakhi Ray | Parminder Bhatia | Sudipta Sengupta |

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 |

ReCode: Robustness Evaluation of Code Generation Models ACL

Shiqi Wang | Zheng Li | Haifeng Qian | Chenghao Yang | Zijian Wang | Mingyue Shang | Varun Kumar | Samson Tan | Baishakhi Ray | Parminder Bhatia | Ramesh Nallapati | Murali Krishna Ramanathan | Dan Roth | 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 |

DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL

Zheng Li | Zijian Wang | Ming Tan | Ramesh Nallapati | Parminder Bhatia | Andrew Arnold | Bing Xiang | Dan Roth |

Debiasing Neural Retrieval via In-batch Balancing Regularization GeBNLP NAACL

Yuantong Li | Xiaokai Wei | Zijian Wang | Shen Wang | Parminder Bhatia | Xiaofei Ma | Andrew Arnold |

Proceedings of the Second Workshop on Natural Language Processing for Medical Conversations NAACL NLPMC

Chaitanya Shivade | Rashmi Gangadharaiah | Spandana Gella | Sandeep Konam | Shaoqing Yuan | Yi Zhang | Parminder Bhatia | Byron Wallace |

Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics Findings

Luyang Kong | Christopher Winestock | Parminder Bhatia |

Neural Entity Recognition with Gazetteer based Fusion Findings

Qing Sun | Parminder Bhatia |

Proceedings of the First Workshop on Natural Language Processing for Medical Conversations ACL NLPMC WS

Parminder Bhatia | Steven Lin | Rashmi Gangadharaiah | Byron Wallace | Izhak Shafran | Chaitanya Shivade | Nan Du | Mona Diab |

An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training EMNLP

Kristjan Arumae | Qing Sun | Parminder Bhatia |

Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP

Miguel Ballesteros | Rishita Anubhai | Shuai Wang | Nima Pourdamghani | Yogarshi Vyas | Jie Ma | Parminder Bhatia | Kathleen McKeown | Yaser Al-Onaizan |

Towards Annotating and Creating Summary Highlights at Sub-sentence Level EMNLP WS

Kristjan Arumae | Parminder Bhatia | Fei Liu |

Relation Extraction using Explicit Context Conditioning NAACL

Gaurav Singh | Parminder Bhatia |

Joint Entity Extraction and Assertion Detection for Clinical Text ACL

Parminder Bhatia | Busra Celikkaya | Mohammed Khalilia |

Morphological Priors for Probabilistic Neural Word Embeddings EMNLP

Parminder Bhatia | Robert Guthrie | Jacob Eisenstein |

Better Document-level Sentiment Analysis from RST Discourse Parsing EMNLP

Parminder Bhatia | Yangfeng Ji | Jacob Eisenstein |