Negation rules have been found to work effectively across different domains and rarely need finetuning (Taboada et al., 2011).
rule-based approaches entail several drawbacks, as the list of negations must be pre-defined and the selection criterion according to which rule a rule is chosen is usually random or determined via cross validation.