Analysis of fine tuning the hyper parameters in RoBERTa model using genetic algorithm for text classification

Author:

Sobhanam HridyaORCID,Prakash Jay

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Networks and Communications,Computer Science Applications,Information Systems

Reference34 articles.

1. Thangaraj M, Sivakami M (2018) Text classification techniques: a literature review. Int J Inf Knowledge Manag 13:117–135

2. Kowsari Kamran (2019) Kiana Jafari Meimandi, Mojtaba Heidarysafa, Sanjana Mendu, Laura Barnes and Donald Brown, Text Classification Algorithms: A Survey. Information 10:150

3. Baharudin, Baharum & Lee, Lam Hong & Khan, Khairullah & Khan, Aurangzeb. (2010). A Review of Machine Learning Algorithms for Text-Documents Classification. Journal of Advances in Information Technology. 1. https://doi.org/10.4304/jait.1.1.4-20.

4. Ibrahim AlSurayyi Wejdan, Saleh Alghamdi Norah, Ajith Abraham (2019) Deep learning with word embedding modeling for a sentiment analysis of online review. Int J Comput Inf Syst Ind Manag Appl 11:227–241

5. Wang B, Wang A, Chen F, Wang Y, Kuo C (2019) Evaluating word embedding models: Methods and experimental results. APSIPA Transact Sig Inf Process 8:E19

Cited by 3 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. Generating Headlines from Article Summaries Using Transformer Models;2024 International Conference on Expert Clouds and Applications (ICOECA);2024-04-18

2. Analyzing sentiments towards E-Levy policy implementation in Ghana using twitter data;International Journal of Information Technology;2024-03-16

3. Convolutional neural networks and histogram-oriented gradients: a hybrid approach for automatic mango disease detection and classification;International Journal of Information Technology;2023-11-24

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