说什么? 实时语言指导 支持初学者在写作语句的交谈代理人培训
Rachel Ostrand1, Kristina Brimijoin1, David Piorkowski1
1IBM Research, Yorktown Heights, NY, USA.
Proceedings of the 6th ACM Conference on Conversational User Interfaces. ACM Conference on Conversational User Interfaces (6th : 2024 : Luxembourg, Luxembourg)
|January 23, 2025
概括
初学者会话代理培训师可以通过实时语言反或示例来提高发言质量. 这份指南有助于更快地创建更好的培训数据,减少新作家的学习曲线.
科学领域:
- 自然语言处理自然语言处理.
- 人与计算机的交互
- 人工智能的人工智能
背景情况:
- 培训会话代理人需要专业知识,这对新手来说是一个挑战.
- 开发高质量的培训语句对于代理商的表现至关重要.
- 现有的培训发言写作者的方法具有的学习曲线.
研究的目的:
- 调查新手是否可以使用实时语言反引导他们写出更好的训练发言.
- 为了比较两个指导方法的有效性:语言反和样本发言.
- 评估指导对发言质量和多样性的影响.
主要方法:
- 进行了一项用户研究,参与者为对话代理编写培训发言.
- 实施了两个实时指导条件:语言反和样本发言.
- 没有指导的对照条件被用于比较.
主要成果:
- 在两种指导条件下的参与者都产生了更长,更高质量的发言.
- 指导导致书面发言中的词汇和语法多样性增加.
- 这两种反类型与对照类型相比,显著改善了发言质量.
结论:
- 明确的语言指导有效地提高了新手写的培训发言的质量.
- 这种方法可以显著减少新发言作家所需的培训时间和专业知识.
- 实时反和样本发言是增强对话代理培训数据创建的可行方法.
相关概念视频
01:16Non-equilibrium in the Cell
4.1K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.1K
01:22Language Development
314
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...
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...
314
01:24Components of Language
238
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.
238
01:27Language and Cognition
320
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.
320
01:27Air-entraining Agents
74
Air-entraining agents improve the durability and workability of concrete in climates with frequent freezing and thawing. These agents prevent cracks by introducing small air bubbles into the mix, creating spaces accommodating water expansion when temperatures drop. The air-entraining agents lower the surface tension of water, forming stable, small air bubbles. This method is more effective than having accidental large voids, as the intentional, smaller, and evenly distributed air voids improve...
74
01:07Elaborative Rehearsals
77
Elaborative rehearsal is a crucial cognitive strategy that strengthens information encoding in long-term memory by making meaningful connections between new data and pre-existing knowledge. This approach contrasts with maintenance rehearsal, which involves simple repetition without delving into the significance of the information. While maintenance rehearsal might temporarily keep information active in short-term memory, it is less effective for long-term retention.
The effectiveness of...
The effectiveness of...
77