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"

16 / 16 papers shown

Title
Generating multiple-choice questions for medical question answering with distractors and cue-masking Damien Sileo Kanimozhi Uma Marie-Francine Moens 40 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 29 79 0 27 Jan 2023
CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text Babak Jalalzadeh Hasan A. BellSadid 18 7 0 01 Dec 2022
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 32 4 0 30 Sep 2022
Unsupervised pre-training of graph transformers on patient population graphs Chantal Pellegrini Nassir Navab Anees Kazi MedIm AI4CE 44 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 27 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 17 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 16 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 150 85 0 27 Jan 2022
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining Taolin Zhang Zerui Cai Chengyu Wang Minghui Qiu Bite Yang Xiaofeng He AI4MH 28 52 0 20 Aug 2021
Probing Pre-Trained Language Models for Disease Knowledge Israa Alghanmi Luis Espinosa-Anke Steven Schockaert LM&MA ELM 24 13 0 14 Jun 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 23 95 0 10 Feb 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 243 1,452 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 231 778 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 234 656 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 6,746 0 26 Sep 2016