NLPExplorer

Byron C Wallace

Number of Papers:- 30

Number of Citations:- 75

First ACL Paper:- 2012

Latest ACL Paper:- 2020

Venues:-

IJCNLP

Louhi

EMNLP

ACL

BioNLP

NLP-COVID19

NLPMC

CoNLL

NAACL

Co-Authors:-

Similar Authors:-

Christoph Kilian Theil

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

Attention is not Explanation NAACL

Sarthak Jain | Byron C. Wallace |

Inferring Which Medical Treatments Work from Reports of Clinical Trials NAACL

Eric Lehman | Jay DeYoung | Regina Barzilay | Byron C. Wallace |

An Analysis of Attention over Clinical Notes for Predictive Tasks NAACL WS

Sarthak Jain | Ramin Mohammadi | Byron C. Wallace |

Browsing Health: Information Extraction to Support New Interfaces for Accessing Medical Evidence NAACL WS

Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding EMNLP

Learning Disentangled Representations of Texts with Application to Biomedical Abstracts EMNLP

Syntactic Patterns Improve Information Extraction for Medical Search NAACL

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

A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification IJCNLP

Ye Zhang | Byron Wallace |

Aggregating and Predicting Sequence Labels from Crowd Annotations ACL

Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization ACL

Ye Zhang | Matthew Lease | Byron C. Wallace |

Automating Biomedical Evidence Synthesis: RobotReviewer ACL

Iain Marshall | Joël Kuiper | Edward Banner | Byron C. Wallace |

Rationale-Augmented Convolutional Neural Networks for Text Classification EMNLP

Ye Zhang | Iain Marshall | Byron C. Wallace |

Modelling Context with User Embeddings for Sarcasm Detection in Social Media CoNLL

MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification NAACL

Ye Zhang | Stephen Roller | Byron C. Wallace |

Retrofitting Word Vectors of MeSH Terms to Improve Semantic Similarity Measures Louhi WS

Leveraging coreference to identify arms in medical abstracts: An experimental study Louhi WS

Elisa Ferracane | Iain Marshall | Byron C. Wallace | Katrin Erk |

Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment ACL IJCNLP

Byron C. Wallace | Do Kook Choe | Eugene Charniak |

Humans Require Context to Infer Ironic Intent (so Computers Probably do, too) ACL

Byron C. Wallace | Do Kook Choe | Laura Kertz | Eugene Charniak |

A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication EMNLP

Multiple Narrative Disentanglement: Unraveling Infinite Jest NAACL

Byron Wallace |