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verbalization

verbalization

8.1
A system explaining its decisions or results in clear language
  • noun
  • /ˌvɜːrbəlaɪˈzeɪʃən/
  • Specialized
translation icon : verbalización
  • The model's verbalisation of its decision process increased user trust.

Examples

  • During the demo, the chatbot's clear verbalisation helped the team spot a bias.

  • Automated verbalisation of analytics enables nontechnical staff to understand model outputs.

  • The AI's verbalization of its process was impressive.

  • The verbalization of complex data can enhance understanding.

  • The automated verbalization of the data analysis made it easier for everyone to follow the results.

  • The app's verbalization of its findings allowed users to grasp complex information quickly.

  • Clear verbalization of the model's reasoning improved transparency and user engagement.

Synonyms

verbal description
vsverbalization
1 4.2

An explanation of something using words rather than pictures

is generated by a computer system to explain data driven decisions
verbalism
vsverbalization
8.4

Using words to express ideas, beliefs or opinions in speech and writing

focuses on system produced natural language explanations about data driven reasoning

How Natural

explanation
1.0
verbalization
  • Specialized
8.1
to output
  • Specialized
5 3.6
technicality
  • Specialized
8 6.9

Surface Forms

verbalization singular

Morphology

verbalization = verbalize (transparent) = verbal + ize + ation

Formed by adding a standard noun-forming suffix to 'verbalize', yielding 'the act or process of expressing in words', which applies to AI-generated explanations as well.

Etymology

Verbalization comes from the Latin root verbum 'word' and the ending -ization 'the act of'. In computing and AI, verbalization is when a system 'makes words' from its data to explain its choices, like a model 'speaking' its reasons so people can understand.