We consider a scalar conservation law of Burgers' type: ut + u 2 /2 x = εuxx − δuxxx + γuxxxxx ((x, t) ∈ R × (0, ∞)). We prove that if ε, δ = δ(ε), γ = γ(ε) tend to 0, then for q ∈ (2, 16/5), the sequence {u ε } of solutions converges in L k (0, T * ; L p (R)) (k < ∞, p < q) to the unique entropy solution u ∈ L ∞ (0, T * ; L q (R)) to the inviscid Burgers equation ut + u 2 /2 x = 0. More precisely we show that, under the condition δ = O(ε 3/(3−q) ) and γ = O(ε 4 δ (8q−7)/9 ) for q ∈ (2, 3) or δ = O(ε 12/(19−4q) γ 3/(19−4q) ) and γ = O(ε 4 δ (8q−7)/9 ) for q ∈ [3, 16/5), the limit of the sequence is the entropy solution. Moreover if we assume the uniform boundedness of {u ε (•, t)} in L q (R) for q > 2, the condition δ = o(ε 3 ) and γ = o(ε 4 δ) is sufficient to establish the conclusion. We derive new a priori estimates which enable to use the technique of the compensated compactness, the Young measures and the entropy measure-valued solutions.