Improving Biomedical Pretrained Language Models with Knowledge

Improving Biomedical Pretrained Language Models with Knowledge

21 April 2021

Chuanqi Tan

Fei Huang

Papers citing "Improving Biomedical Pretrained Language Models with Knowledge"

16 / 16 papers shown

Title
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 107 155 0 28 Jan 2025
Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information Gilchan Park S. McCorkle Carlos Soto Ian K. Blaby Shinjae Yoo 32 6 0 08 Mar 2024
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 28 0 0 10 Oct 2023
RadLing: Towards Efficient Radiology Report Understanding Rikhiya Ghosh Sanjeev Kumar Karn Manuela Danu Larisa Micu Ramya Vunikili Oladimeji Farri MedIm 29 6 0 04 Jun 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models Qiang Zhang Jason Naradowsky Yusuke Miyao ELM 26 33 0 29 May 2023
Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining Bingqian Lin Zicong Chen Mingjie Li Haokun Lin Hang Xu ... Ling-Hao Chen Xiaojun Chang Yi Yang L. Xing Xiaodan Liang LM&MA MedIm AI4CE 40 14 0 26 Apr 2023
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language Denys Amore Bondarenko Roger Ferrod Luigi Di Caro 21 1 0 09 Nov 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie Sheng Yu LM&MA 33 123 0 08 Apr 2022
Coreference Resolution for the Biomedical Domain: A Survey Pengcheng Lu Massimo Poesio 34 15 0 25 Sep 2021
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT Usman Naseem A. Dunn Matloob Khushi Jinman Kim OOD LM&MA AI4MH 24 43 0 09 Jul 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 28 164 0 16 Apr 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 29 96 0 10 Feb 2021
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 777 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
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 454 2,592 0 03 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016