BioALBERT: A Simple and Effective Pre-trained Language Model for
Biomedical Named Entity Recognition

BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition

IEEE International Joint Conference on Neural Network (IJCNN), 2020

19 September 2020

Imran Razzak

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Papers citing "BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition"

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Title
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and EthicsInformation Fusion (Inf. Fusion), 2023 Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Xiaoshi Zhong LM&MA AILaw 546 253 0 28 Jan 2025
Towards understanding evolution of science through language model series Junjie Dong Zhuoqi Lyu Qing Ke AI4TS 326 0 0 15 Sep 2024
Time Matters: Examine Temporal Effects on Biomedical Language Models Weisi Liu Zhe He Xiaolei Huang 177 8 0 24 Jul 2024
DeviceBERT: Applied Transfer Learning With Targeted Annotations and Vocabulary Enrichment to Identify Medical Device and Component Terminology in FDA Recall Summaries Miriam Farrington 111 0 0 08 Jun 2024
Investigating Large Language Models and Control Mechanisms to Improve Text Readability of Biomedical AbstractsIEEE International Conference on Healthcare Informatics (ICHI), 2023 Z. Li Samuel Belkadi Nicolo Micheletti Lifeng Han Matthew Shardlow Goran Nenadic 200 11 0 22 Sep 2023
Vesper: A Compact and Effective Pretrained Model for Speech Emotion RecognitionIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023 Weidong Chen Xiaofen Xing Peihao Chen Xiangmin Xu VLM 248 62 0 20 Jul 2023
EriBERTa: A Bilingual Pre-Trained Language Model for Clinical Natural Language Processing Iker de la Iglesia Aitziber Atutxa Koldo Gojenola Ander Barrena 153 3 0 12 Jun 2023
Localising In-Domain Adaptation of Transformer-Based Biomedical Language ModelsJournal of Biomedical Informatics (JBI), 2022 T. M. Buonocore Claudio Crema A. Redolfi Riccardo Bellazzi Enea Parimbelli LM&MA 129 27 0 20 Dec 2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model Usman Naseem Byoung Chan Lee Matloob Khushi Jinman Kim A. Dunn AI4MH LM&MA VLM 115 34 0 09 Apr 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Maria Mahbub Sudarshan Srinivasan Edmon Begoli Gregory D. Peterson 234 11 0 26 Feb 2022
CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow AILaw LM&MA 176 22 0 16 Dec 2021
Pre-trained Language Models in Biomedical Domain: A Systematic SurveyACM Computing Surveys (CSUR), 2021 Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 358 200 0 11 Oct 2021
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERTBMC Bioinformatics (BMC Bioinformatics), 2021 Usman Naseem A. Dunn Matloob Khushi Jinman Kim OOD LM&MA AI4MH 200 55 0 09 Jul 2021
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 158 187 0 07 Jul 2021
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRUIEEE International Joint Conference on Neural Network (IJCNN), 2021 Usman Naseem Matloob Khushi Jinman Kim A. Dunn 122 13 0 17 Jun 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language ModelsJournal of Biomedical Informatics (JBI), 2021 Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 315 186 0 16 Apr 2021
Text Mining of Stocktwits Data for Predicting Stock PricesApplied System Innovation (ASI), 2021 Mukul Jaggi Priyanka Mandal Shreya Narang Usman Naseem Matloob Khushi AIFin 160 42 0 13 Mar 2021
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 215 178 0 28 Oct 2020