登录 注册 会员服务 联系我们

Comparison of pre-trained language models in terms of carbon emissions, time and accuracy in multi-label text classification using AutoML

  • Published:2023-05 Issue:5 Volume:9 Page:e15670
  • ISSN:2405-8440
  • Container-title:Heliyon
  • language:en
  • Short-container-title:Heliyon

Author:

Savci Pinar,Das Bihter

Publisher

Elsevier BV

Subject

Multidisciplinary

Reference37 articles.

1. Teaching Natural Language Processing through big data text summarization with problem-based learning;Li;Data and Inform. Manag.,2020

2. A survey on automatic detection of hate speech in text;Fortuna;ACM Comput. Surv.,2018

3. Hierarchical and lateral multiple timescales gated recurrent units with pre-trained encoder for long text classification;Moirangthem;Expert Syst. Appl.,2021

4. Unified benchmark for zero-shot Turkish text classification;Çelik;Inf. Process. Manag.,2023

5. Improving the accuracy using pre-trained word embeddings on deep neural networks for Turkish text classification;Aydoğan;Phys. Stat. Mech. Appl.,2020

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An improved deep convolutional neural network-based YouTube video classification using textual features;Heliyon;2024-08

2. Comparison of Pretrained Models for Optimized Transformer Based Question Answering System;2024 12th International Symposium on Digital Forensics and Security (ISDFS);2024-04-29

3. Multi-Label Classification in Text Data: An Examination on Innovative Technologies;2024 12th International Symposium on Digital Forensics and Security (ISDFS);2024-04-29

4. Structured Named Entity Recognition (NER) in Biomedical Texts Using Pre-Trained Language Models;2024 12th International Symposium on Digital Forensics and Security (ISDFS);2024-04-29

5. TER-CA-WGNN: Trimodel Emotion Recognition Using Cumulative Attribute-Weighted Graph Neural Network;Applied Sciences;2024-03-07
同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3