🗣️ Expressing in words 🤖 System explanation

verbalization

8.1

A system explaining its decisions or results in clear language

noun
/ˌvɜːrbəlaɪˈzeɪʃən/

Specialized

: 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

1 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

919 1.0

verbalization

Specialized

8.1

to output

Specialized

8 3.6

technicality

Specialized

5 6.9

Surface Forms

verbalization singular

verbalizations plural

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.