Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition

5 September 2024

Papers citing "Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition"

8 / 8 papers shown

Title
KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification Yong He Cheng Wang Shun Zhang Na Li Zhao Li Zhenyu Zeng AI4MH 72 11 0 08 Oct 2022
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 69 159 0 07 Jul 2021
Clinical Named Entity Recognition using Contextualized Token Representations Yichao Zhou C. Ju J. H. Caufield Kevin J. Shih Calvin Yu‐Chian Chen Yizhou Sun Kai-Wei Chang Peipei Ping Wei Wang 110 11 0 23 Jun 2021
Few-NERD: A Few-Shot Named Entity Recognition Dataset Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Haitao Zheng Zhiyuan Liu 78 234 0 16 May 2021
BinaryBERT: Pushing the Limit of BERT Quantization Haoli Bai Wei Zhang Lu Hou Lifeng Shang Jing Jin Xin Jiang Qun Liu Michael Lyu Irwin King MQ 209 227 0 31 Dec 2020
BEHRT: Transformer for Electronic Health Records Yikuan Li Shishir Rao J. R. A. Solares A. Hassaine D. Canoy Yajie Zhu K. Rahimi G. Salimi-Khorshidi OOD 110 461 0 22 Jul 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 167 5,667 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018