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相关概念视频

Language01:16

Language

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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...
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Components of Language01:24

Components of Language

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Language, whether spoken, signed, or written, consists of specific components: lexicon and grammar. The lexicon is the vocabulary of a language, comprising its words. Grammar is the set of rules used to convey meaning through the lexicon. For example, English grammar adds “-ed” to most verbs to indicate past tense. Words are formed by combining phonemes, which are the basic sound units of a language. Different languages have different sets of phonemes (e.g., “ah” vs.
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Language Development01:22

Language Development

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Children master language quickly and with relative ease, supported by both biological predisposition and reinforcement. B. F. Skinner (1957) proposed that language is learned through reinforcement, while Noam Chomsky (1965) argued that language acquisition mechanisms are biologically determined.
The critical period for language acquisition suggests that the ability to acquire language is at its peak early in life. As people age, this proficiency decreases. Language development begins very...
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Language and Cognition01:27

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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.
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In 1928, bacteriologist Frederick Griffith worked on a vaccine for pneumonia, which is caused by Streptococcus pneumoniae bacteria. Griffith studied two pneumonia strains in mice: one pathogenic and one non-pathogenic. Only the pathogenic strain killed host mice.
Griffith made an unexpected discovery when he killed the pathogenic strain and mixed its remains with the live, non-pathogenic strain. Not only did the mixture kill host mice, but it also contained living pathogenic bacteria that...
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Language is a system of communication that allows the expression of thoughts, ideas, and feelings. The brain processes language in both hemispheres.
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使用基于变压器的模型来检测越南语的语言.

Son Tran1, Phuoc Tran1

  • 1Natural Language Processing and Knowledge Discovery Research Group, Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam.

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概括
此摘要是机器生成的。

本研究提出了一种用于检测越南文本的新方法,解决了越南文本独特的拼写和对位符号所带来的挑战. 该方法增强了用于准确识别语言的变压器模型.

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科学领域:

  • 自然语言处理自然语言处理.
  • 计算语言学 计算语言学
  • 语言识别语言识别

背景情况:

  • 越南语存在独特的拼写挑战,因为它使用的是拉丁字母和二重写符.
  • 在越南语中,精确的语义区分在很大程度上依赖于口音符号,使文字分析复杂化.
  • 现有的NLP模型可能会与这些特定的语言特征作斗争.

研究的目的:

  • 引入一种基于正写和上下文特征的新型解决方案,用于检测越南语文本.
  • 调查越南语言特征对基于变压器的NLP模型的影响.
  • 提高NLP模型在区分越南文本方面的能力.

主要方法:

  • 考察越南语拼写和词汇形成的具体挑战.
  • 提出了一种新的方法来改善越南文本检测.
  • 利用基于变压器的模型,在NLP任务中以卓越的性能而闻名.
  • 在基准数据集上评估了方法.

主要成果:

  • 提出的方法在越南文本检测方面表现出高准确性和稳定性.
  • 该方法的性能优于传统的语言识别技术.
  • 基于变压器的模型被证明可以有效地学习越南语的拼写和上下文模式.

结论:

  • 开发的方法显著改善了越南文本检测.
  • 变压器模型对于分析像越南语这样的复杂语言是有效的.
  • 这项工作有助于在多语言NLP处理和语言识别方面的进步.