Table 3

Comparison of prompt templates based on hard prompt and soft prompt where input text and masked token are included to construct the prompt sentences. A standard hard prompt for sentiment classification is designed by applying different domains listed in Tables 1 and 2.

prompt sentence
hard promptinput text This {domain} is [MASK].
soft promptinput text v1,v2,v3 [MASK].

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