A machine-learning approach to negation and speculation detection for sentiment analysis

Author:

Cruz Noa P.1,Taboada Maite2,Mitkov Ruslan3

Affiliation:

1. Department of Information Technology; University of Huelva; Huelva Spain

2. Department of Linguistics; Simon Fraser University; Vancouver Canada

3. Research Institute for Information and Language Processing; University of Wolverhampton; Wolverhampton UK

Funder

Natural Sciences and Engineering Research Council of Canada

Spanish Ministry of Education and Science

Andalusian Ministry of Economy, Innovation and Science

Publisher

Wiley

Subject

Library and Information Sciences,Information Systems and Management,Computer Networks and Communications,Information Systems

Reference63 articles.

1. Detecting hedge cues and their scope in biomedical text with conditional random fields;Agarwal;Journal of Biomedical Informatics,2010

2. Machine Learning: ECML 2004;Akbani,2004

3. Apostolova , E. Tomuro , N. Demner-Fushman , D. 2011 Automatic extraction of lexico-syntactic patterns for detection of negation and speculation scopes

4. Ballesteros Martínez , M. 2010 Mejora de la precisión para el análisis de dependencias usando maltparser para el castellano Spain Complutense University of Madrid

5. MWMOTE-majority weighted minority oversampling technique for imbalanced data set learning;Barua;IEEE Transactions on Knowledge and Data Engineering,2014

Cited by 44 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. Will sentiment analysis need subculture? A new data augmentation approach;Journal of the Association for Information Science and Technology;2024-01-18

2. Deep learning for double-negative detection in text data for customer feedback analysis on a product;Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications;2024

3. Order-Sensitivity Sentiment dictionary of word sequences containing intensifiers;Multimedia Tools and Applications;2023-12-11

4. NegesAPI: An API for Negation Cue Detection and Scope Identification in Spanish;PROCES LENG NAT;2023

5. Improving the Relevance of Product Search for Queries with Negations;Companion Proceedings of the ACM Web Conference 2023;2023-04-30

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