The inflammatory response consists of two stages: priming and triggering. The triggering stage is marked by the activation of inflammasomes, which are cytosolic protein complexes acting as platforms for inflammation. Inflammasomes are divided into canonical and noncanonical categories. Inflammatory lung diseases such as asthma, chronic obstructive pulmonary disease (COPD), acute respiratory distress syndrome (ARDS), inflammatory lung injury, and pulmonary fibrosis arise from lung inflammation and damage. While the role of canonical inflammasomes in these diseases is well demonstrated, recent findings emphasize the critical roles of noncanonical inflammasomes in regulating inflammation and various inflammatory conditions. Particularly, new studies highlight their involvement in inflammatory lung diseases. This review delves into recent research on the regulatory roles of noncanonical inflammasomes, such as human caspase-4 and murine caspase-11, in lung inflammation and the development of inflammatory lung diseases, as well as the potential for targeting these inflammasomes for new treatments.