NLPExplorer

Byron C Wallace

Number of Papers:- 44

Number of Citations:- 75

First ACL Paper:- 2012

Latest ACL Paper:- 2022

Venues:-

BioNLP

Louhi

NAACL

NLPMC

IJCNLP

ACL

Findings

MRQA

CoNLL

COLING

ClinicalNLP

sdp

EMNLP

NLP-COVID19

Co-Authors:-

Similar Authors:-

Christoph Kilian Theil

Evaluating Factuality in Text Simplification ACL

Ashwin Devaraj | William Sheffield | Byron Wallace | Junyi Jessy Li |

Combining Feature and Instance Attribution to Detect Artifacts ACL Findings

Pouya Pezeshkpour | Sarthak Jain | Sameer Singh | Byron Wallace |

Learning to Ask Like a Physician ClinicalNLP NAACL

Overview of MSLR2022: A Shared Task on Multi-document Summarization for Literature Reviews COLING WS sdp

Lucy Lu Wang | Jay DeYoung | Byron Wallace |

An Empirical Comparison of Instance Attribution Methods for NLP NAACL

Pouya Pezeshkpour | Sarthak Jain | Byron Wallace | Sameer Singh |

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

On the Impact of Random Seeds on the Fairness of Clinical Classifiers NAACL

Silvio Amir | Jan-Willem van de Meent | Byron Wallace |

Paragraph-level Simplification of Medical Texts NAACL

Ashwin Devaraj | Iain Marshall | Byron Wallace | Junyi Jessy Li |

Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL

Disentangling Representations of Text by Masking Transformers EMNLP

Xiongyi Zhang | Jan-Willem van de Meent | Byron Wallace |

What Would it Take to get Biomedical QA Systems into Practice? EMNLP MRQA

Gregory Kell | Iain Marshall | Byron Wallace | Andre Jaun |

Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP

David Lowell | Brian Howard | Zachary C. Lipton | Byron Wallace |

Biomedical Interpretable Entity Representations Findings

Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve CL

Oshin Agarwal | Yinfei Yang | Byron C. Wallace | Ani Nenkova |

Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions ACL

Xiaochuang Han | Byron C. Wallace | Yulia Tsvetkov |

Evidence Inference 2.0: More Data, Better Models ACL BioNLP WS

Learning to Faithfully Rationalize by Construction ACL

Sarthak Jain | Sarah Wiegreffe | Yuval Pinter | Byron C. Wallace |

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

ERASER: A Benchmark to Evaluate Rationalized NLP Models ACL

Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time ACL

Benjamin Nye | Ani Nenkova | Iain Marshall | Byron C. Wallace |

Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020 EMNLP NLP-COVID19

Practical Obstacles to Deploying Active Learning EMNLP

David Lowell | Zachary C. Lipton | Byron C. Wallace |

Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction NAACL

A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature ACL