NLPExplorer

Byron C Wallace

Number of Papers:- 74

Number of Citations:- 75

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

CoNLL

ClinicalNLP

COLING

HCINLP

NLPMC

Louhi

EMNLP

sdp

NLP-COVID19

Findings

SemEval

TACL

ACL

MRQA

EACL

IJCNLP

AACL

Co-Authors:-

Aakanksha Naik

Adit Krishnan

Alberto Mario Ceballos Arroyo

Alexa Siu

An Thanh Nguyen

Similar Authors:-

Christoph Kilian Theil

How Much Annotation is Needed to Compare Summarization Models? HCINLP WS

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL

Sanjana Ramprasad | Kundan Krishna | Zachary Lipton | Byron Wallace |

Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study EACL

Zhaoyue Sun | Gabriele Pergola | Byron Wallace | Yulan He |

FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL

Open (Clinical) LLMs are Sensitive to Instruction Phrasings BioNLP WS

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ACL

On-the-fly Definition Augmentation of LLMs for Biomedical NER NAACL

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction NAACL

Do Multi-Document Summarization Models Synthesize? TACL

Jay DeYoung | Stephanie C. Martinez | Iain J. Marshall | Byron C. Wallace |

Learning from Natural Language Explanations for Generalizable Entity Matching EMNLP

Investigating Mysteries of CoT-Augmented Distillation EMNLP

Somin Wadhwa | Silvio Amir | Byron C Wallace |

Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs EMNLP

Sheridan Feucht | David Atkinson | Byron C Wallace | David Bau |

Detection and Measurement of Syntactic Templates in Generated Text EMNLP

Chantal Shaib | Yanai Elazar | Junyi Jessy Li | Byron C Wallace |

RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media F i n d i n g s - E A C L

Somin Wadhwa | Vivek Khetan | Silvio Amir | Byron Wallace |

How Many and Which Training Points Would Need to be Removed to Flip this Prediction? EACL

Jinghan Yang | Sarthak Jain | Byron Wallace |

Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges EACL

Sanjana Ramprasad | Jered Mcinerney | Iain Marshall | Byron Wallace |

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization F i n d i n g s - E A C L

SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts SemEval

Vivek Khetan | Somin Wadhwa | Byron Wallace | Silvio Amir |

Multilingual Simplification of Medical Texts EMNLP

USB: A Unified Summarization Benchmark Across Tasks and Domains F i n d i n g s - E M N L P

Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews EMNLP

Hye Yun | Iain Marshall | Thomas Trikalinos | Byron Wallace |

Future Lens: Anticipating Subsequent Tokens from a Single Hidden State CoNLL

CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models F i n d i n g s - E M N L P

Denis McInerney | Geoffrey Young | Jan-Willem van de Meent | Byron Wallace |

Revisiting Relation Extraction in the era of Large Language Models ACL

Somin Wadhwa | Silvio Amir | Byron Wallace |

Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL

Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL

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 |

Self-Repetition in Abstractive Neural Summarizers AACL IJCNLP

Nikita Salkar | Thomas Trikalinos | Byron Wallace | Ani Nenkova |

Influence Functions for Sequence Tagging Models F i n d i n g s - E M N L P

Sarthak Jain | Varun Manjunatha | Byron Wallace | Ani Nenkova |

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP

That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP

Jered McInerney | Geoffrey Young | Jan-Willem van de Meent | Byron 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