Work can be either singular or plural, and in your context, either is possible - but the pronoun must agree, in either case. So you can either use I provide a high-level overview of the previous work, including its limitations. or I provide a high-level overview of the previous works, including their limitations. In the first case, you refer to the entire body of previous work, whereas in the ...