Infusing Disease Knowledge into BERT for Health Question Answering,
Medical Inference and Disease Name Recognition

Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition

8 October 2020

Papers citing "Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition"

13 / 13 papers shown

Title
Generating multiple-choice questions for medical question answering with distractors and cue-masking Damien Sileo Kanimozhi Uma Marie-Francine Moens 30 5 0 13 Mar 2023
A Comparative Study of Pretrained Language Models for Long Clinical Text Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo LM&MA ELM VLM MedIm 18 78 0 27 Jan 2023
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision Khalil Mrini Harpreet Singh Franck Dernoncourt Seunghyun Yoon Trung Bui Walter Chang E. Farcas Ndapandula Nakashole ELM AI4MH 15 4 0 30 Sep 2022
Unsupervised pre-training of graph transformers on patient population graphs Chantal Pellegrini Nassir Navab Anees Kazi MedIm AI4CE 34 11 0 21 Jul 2022
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets Wei Chen Zhiwei Li Hongyi Fang Qian-Qian Yao Cheng Zhong Jianye Hao Qi Zhang Xuanjing Huang J. Peng Zhongyu Wei 13 57 0 19 Apr 2022
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding Yanjun Gao Dmitriy Dligach Timothy A. Miller S. Tesch Ryan Laffin M. Churpek Majid Afshar 18 16 0 06 Apr 2022
Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval Wenshen Xu M. Maimaiti Yuanhang Zheng Xin Tang Ji Zhang RALM SSL 10 2 0 30 Mar 2022
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo VLM MedIm 135 82 0 27 Jan 2022
Probing Pre-Trained Language Models for Disease Knowledge Israa Alghanmi Luis Espinosa-Anke Steven Schockaert LM&MA ELM 6 13 0 14 Jun 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 232 1,444 0 18 Mar 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 220 773 0 17 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 215 651 0 09 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016