语言 人工智能的沟通性能通过Gricean对话理论量化
Yunju Nam1,2,3, Hyenyeong Chung3,4, Upyong Hong3,4
1Department of German Language and Literature, Hanyang University, Seoul, Korea.
Cyberpsychology, behavior and social networking
|November 17, 2023
概括
这项研究发现,人工智能扬声器 (AIS) 经常违反格里斯的"关系的最大限度",导致不自然的对话. 提高人工智能的相关性是改善人类-人工智能沟通的关键.
科学领域:
- 计算语言学 计算语言学
- 实用主义是一个实用主义.
- 人与计算机的交互
背景情况:
- 通过使用真实对话数据调查人工智能扬声器 (AIS) 语言交流.
- 应用Grice的对话理论来将AI错误归类为违反最大限度的错误.
- 使用20名韩国参与者与Kakao Mini AIS互动的数据.
研究的目的:
- 务实地评估AI扬声器 (AIS) 的口头沟通表现.
- 根据Grice的对话最大原则来对AI对话失败进行分类.
- 量化用户对人工智能产生的发言的看法.
主要方法:
- 分析了1026个人工智能-人类对话,分解成3365个相邻对.
- 根据AI的适当性,将对象分类为对话的成功或失败.
- 对1024个相邻对进行了可接受性评级测试,用于用户评估.
主要成果:
- "关系的最大限度"是AIS最常违反的对话最大限度.
- 语言使用者认为违反"关系的最大限度"是最不自然的.
- AIS对话失败主要与无关的响应有关.
结论:
- 人工智能扬声器经常无法保持对话相关性,影响自然性.
- 开发用于上下文相关发言的AI算法对于改善沟通至关重要.
- 务实评估框架对于评估当前和未来的人工智能语言能力是有价值的.
相关概念视频
Language and Cognition
352
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.
352
Components of Language
289
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.
289
Agonism and Antagonism: Quantification
380
When drugs are administered, they can elicit either an agonist or antagonist effect on the body. Agonism occurs when a drug activates a specific receptor, triggering a biological response. On the other hand, antagonism happens when a drug binds to the same receptors but blocks their activation, thereby preventing a biological response.
To quantify these effects, researchers use a dose-response curve, which provides valuable information about the potency and efficacy of a drug. Potency refers to...
To quantify these effects, researchers use a dose-response curve, which provides valuable information about the potency and efficacy of a drug. Potency refers to...
380
Therapeutic Communication
4.5K
Communication is a lifelong learning process. Through therapeutic communication, nurses can collect relevant assessment data, provide education and counseling, and interact during nursing interventions. Sending and receiving messages occur through verbal and nonverbal communication techniques and can happen separately or simultaneously.
Verbal communication depends on language or a prescribed way of using words so that people can share information effectively. The critical aspects of verbal...
Verbal communication depends on language or a prescribed way of using words so that people can share information effectively. The critical aspects of verbal...
4.5K
Higher Mental Functions of the Brain: Language
881
Language is a system of communication that allows the expression of thoughts, ideas, and feelings. The brain processes language in both hemispheres.
Language formation and comprehension take place in the dominant hemisphere. The dominant hemisphere is responsible for understanding the meaning of spoken, written, or sign language, as well as the ability to communicate. For most people, the left hemisphere is the dominant one. The right hemisphere, then, gives tone and emotional context to the...
Language formation and comprehension take place in the dominant hemisphere. The dominant hemisphere is responsible for understanding the meaning of spoken, written, or sign language, as well as the ability to communicate. For most people, the left hemisphere is the dominant one. The right hemisphere, then, gives tone and emotional context to the...
881
Levels of Communication I: Intrapersonal, Interpersonal, and Small Group
13.3K
Interpersonal communication focuses on the exchange of messages between two people.
We can participate in these relationships through verbal, nonverbal, and mediated communication. We engage in verbal communication when we use words during our interaction to convey specific meanings. On the other hand, nonverbal communication refers to various factors that can impact how we understand each other—for example, facial expressions.
We interact with others using mediated technologies like the...
We can participate in these relationships through verbal, nonverbal, and mediated communication. We engage in verbal communication when we use words during our interaction to convey specific meanings. On the other hand, nonverbal communication refers to various factors that can impact how we understand each other—for example, facial expressions.
We interact with others using mediated technologies like the...
13.3K


