Enhancing Biomedical Text Summarization and Question-Answering: On the Utility of Domain-Specific Pre-Training

10 July 2023

Papers citing "Enhancing Biomedical Text Summarization and Question-Answering: On the Utility of Domain-Specific Pre-Training"

9 / 9 papers shown

Title
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 55 285 0 31 Mar 2022
Can Synthetic Translations Improve Bitext Quality? Eleftheria Briakou Marine Carpuat 35 5 0 15 Mar 2022
Pretrained Transformers Improve Out-of-Distribution Robustness Dan Hendrycks Xiaoyuan Liu Eric Wallace Adam Dziedzic R. Krishnan D. Song OOD 148 434 0 13 Apr 2020
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 132 1,968 0 06 Apr 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 129 5,624 0 25 Jan 2019
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 156 11,541 0 15 Feb 2018
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 196 8,098 0 16 Jun 2016
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio Oriol Vinyals Navdeep Jaitly Noam M. Shazeer 127 2,031 0 09 Jun 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 613 31,467 0 16 Jan 2013