Allergic diseases affect a large population. Pollen, an ubiquitous allergen, is the trigger of seasonal rhinitis, conjunctivitis, and asthma, as well as an exacerbating factor of atopic dermatitis. However, the underlying mechanism by which pollen induces thymic stromal lymphopoietin (TSLP)-triggered allergic inflammation through epithelial innate immunity is largely unknown. We sought to explore whether short ragweed (SRW) pollen induces TSLP/OX40 ligand (OX40L)/OX40 signaling through Toll-like receptor (TLR) 4-dependent pathways in patients with allergic disease. Three models were used for this study, a well-characterized murine model of allergic conjunctivitis induced by SRW pollen, a topical challenge model on the murine ocular surface, and a culture model of primary human corneal epithelium exposed to aqueous extract of defatted SRW pollen (SRWe). The topical challenges with SRW pollen generated typical allergic conjunctivitis in BALB/c mice. Clinical signs, stimulated TSLP/OX40L/OX40 signaling, and T(H)2 cytokine levels in the ocular mucosa and draining cervical lymph nodes were significantly reduced or eliminated in TLR4-deficient (Tlr4-d) or myeloid differentiation primary response gene 88 (MyD88) knockout (MyD88(-/-)) mice compared with those seen in their wild-type littermates. SRWe stimulated TSLP production by ocular epithelia in wild-type but not Tlr4-d or MyD88(-/-) mice. SRWe-stimulated TSLP was blocked by TLR4 antibody and nuclear factor κB inhibitor in murine and human corneal epithelia. For the first time, we have shown that SRW pollen, acting as a functional TLR4 agonist, initiates TLR4-dependent TSLP/OX40L/OX40 signaling, which triggers T(H)2-dominant allergic inflammation. These findings shed light on the understanding of mucosal epithelial innate immunity and create new therapeutic targets to cure allergic diseases.