  In this paper, we introduce two one-parameter families of quadratic
polynomial enrichments designed to enhance the accuracy of the classical
Crouzeix--Raviart finite element. These enrichments are realized by using
weighted line integrals as enriched linear functionals and quadratic polynomial
functions as enrichment functions. To validate the effectiveness of our
approach, we conduct numerical experiments that confirm the improvement
achieved by the proposed method.
