西班牙语的希望语音检测:LGBT案例
Daniel García-Baena1, Miguel Ángel García-Cumbreras2, Salud María Jiménez-Zafra2
1I.E.S. San Juan de la Cruz, Jaén, Spain.
概括
这项研究引入了"希望言论"检测,以促进在线积极性. 它介绍了SpanishHopeEDI,这是一个新的数据集,用于分析LGBT社区内的希望信息,帮助打击歧视.
科学领域:
- 计算语言学 计算语言学
- 社交计算社会计算
- 自然语言处理自然语言处理.
背景情况:
- 在线内容调节越来越多地侧重于检测滥用和仇恨语言.
- 现有的方法主要针对负面言论,在促进积极的在线言论方面留下了一个空白.
- 希望言论,定义为一种缓解痛苦并激发积极性的语言,为网上消极性提供了一个反叙述.
研究的目的:
- 对现有的希望语音检测解决方案和资源进行全面审查.
- 介绍和描述西班牙语HopeEDI数据集,这是西班牙语希望演讲分析的新资源,专注于LGBT社区.
- 建立基线实验结果,用于未来对自动化希望语音检测的研究.
主要方法:
- 对当前仇恨言论,冒犯性语言和辱骂性语言检测系统的文献综述.
- 数据集创建:SpanishHopeEDI,一个专门为LGBT社区策划的Twitter数据集.
- 实验分析为希望语音检测提供基线性能指标.
主要成果:
- 对现有的在线内容调节方法和希望演讲的彻底分析.
- 创建和发布SpanishHopeEDI,这是一个有价值的资源,用于研究特定社区内的积极在线沟通.
- 最初的实验发现为未来的研究设定了这个领域的基准.
结论:
- 自动检测和促进希望言论可以显著打击歧视,促进更健康的在线环境.
- 西班牙HopeEDI数据集代表了一项关键的进步,使希望演讲的研究成为可能,特别是与边缘化社区有关的研究.
- 需要进一步的研究来建立在这些发现的基础上,并开发更强大的希望语音检测系统.
更多相关视频
09:00Author Spotlight: Validation of SICOLE-R for Assessing Cognitive and Reading Skills in Spanish-Speaking Children and Its Role in Personalized Education
Published on: August 16, 2024
826
09:09Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody
Published on: September 27, 2024
475
相关概念视频
Hearing
52.5K
When we hear a sound, our nervous system is detecting sound waves—pressure waves of mechanical energy traveling through a medium. The frequency of the wave is perceived as pitch, while the amplitude is perceived as loudness.
52.5K
Learning Disabilities
220
Learning disabilities are cognitive disorders caused by neurological impairments that affect cognitive functions like language and reading, without indicating overall intellectual or developmental challenges. These disabilities differ from global intellectual or developmental disabilities as they are limited to distinct cognitive functions. Common learning disabilities include dysgraphia, dyslexia, and dyscalculia, each of which impacts unique aspects of learning.
Dyslexia
Dyslexia is a...
Dyslexia
Dyslexia is a...
220
Language
250
Language is a unique communication system that uses words and systematic rules to organize and transmit information. Unlike other forms of communication, which may involve postures, movements, odors, or vocalizations, language relies on symbols and grammar. This makes human communication distinct from that of other species, who also communicate but do not use language in the same way humans do.
Corballis and Suddendorf (2007) and Tomasello and Rakoczy (2003) highlight the role of language in...
Corballis and Suddendorf (2007) and Tomasello and Rakoczy (2003) highlight the role of language in...
250
Torts II
657
Intentional torts in healthcare refer to deliberate actions that cause harm or infringe on the rights of others. Understanding these torts is crucial for healthcare professionals to avoid legal liabilities and maintain ethical standards in patient care.
657
Stereotypes, Prejudice, and Discrimination
90.3K
Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
90.3K
Language and Cognition
377
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
377
