Generative linguists claim that the argument of the matrix verb as in Mary seemed to be innocent is the DP (determine phrase), which is the raised argument of the to-infinitive clause being raised to be landed in the Spec T. However, the current study argues that the DP argument as the subject of the matrix verb seems to be the given DP and this is supported by functional linguistics. The argument in this study is statistically supported by the empirical evidence of international applied linguistic research articles. The data collection was English for Specific Purposes (ESP), which were indexed in the Q1 SCOPUS database. A total number of approximately 250,000 words was derived from 25 applied linguistics research articles, which contained 47 tokens concerning the argument with the matrix verb seem. The data analysis was divided into the framework of syntactic analysis and the quantitative study of inferential statistical analysis. The framework of syntactic analysis follows functional linguistics called the pragmatic discourse of givenness. The statistical analysis in this study was Pearson Correlation in SPSS29. The results showed that there was a statistically significant relationship between the given DP of the matrix verb seem and applied linguistic research articles. The p-value was reported at 0.044. Thus, the hypothesis in this study was accepted. The discussion follows the principle of cohesion and fixed colligations. It is recommended that the hypothesis in this study be tested by other English materials, such as novels and business documents, to contribute to the field.