Second, for some words with distinct sentiment or strong connotation, it can be difficult or even unnatural to draw a precise distinction between connotation and sentiment, e.g., "efficient".
sentiment lexicons can serve as a surrogate to measure a subset of connotation words induced by the algorithms, as shown in Table 3 with respect to General Inquirer (Stone and Hunt (1963)) and MPQA (Wilson et al.