ML-Net: multi-label classification of biomedical texts with deep neural
networks

ML-Net: multi-label classification of biomedical texts with deep neural networks

13 November 2018

Papers citing "ML-Net: multi-label classification of biomedical texts with deep neural networks"

12 / 12 papers shown

Title
Medical-GAT: Cancer Document Classification Leveraging Graph-Based Residual Network for Scenarios with Limited Data Elias Hossain Tasfia Nuzhat Shamsul Masum Shahram Rahimi Sudip Mittal 44 0 0 19 Oct 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey A. Tarekegn M. Ullah F. A. Cheikh AI4TS 40 8 0 29 Jan 2024
The Effects of In-domain Corpus Size on pre-training BERT Chris Sanchez Zheyu Zhang AI4CE 16 4 0 15 Dec 2022
A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art Alicia Lara-Clares Juan J. Lastra-Díaz A. García-Serrano 27 0 0 18 May 2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations Qingyu Chen Alexis Allot Robert Leaman Rezarta Islamaj Dougan Jingcheng Du ... S. Pujari Mariia Chizhikova Naveen Sivadasan Naveen Sivadasan Zhiyong Lu 27 30 0 20 Apr 2022
LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curation Qingyu Chen Jingcheng Du Alexis Allot Zhiyong Lu 24 25 0 19 Apr 2022
Multi-label topic classification for COVID-19 literature with Bioformer Li Fang Kai Wang 17 4 0 14 Apr 2022
Revisiting Transformer-based Models for Long Document Classification Xiang Dai Ilias Chalkidis S. Darkner Desmond Elliott VLM 25 68 0 14 Apr 2022
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 37 30 0 24 Aug 2021
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data A. Bagheri T. K. Groenhof W. B. Veldhuis P. A. Jong F. Asselbergs Daniel L. Oberski 21 15 0 27 Aug 2020
Document Classification for COVID-19 Literature Bernal Jiménez Gutiérrez Juncheng Zeng Dongdong Zhang Ping Zhang Yu-Chuan Su OOD 19 32 0 15 Jun 2020
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 15 830 0 13 Jun 2019