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The triangular Hilbert transform is a well-known object of multilinear harmonic analysis whose boundedness remains an open problem. In this talk, we will focus on a bilinear singular integral operator obtained by taking rough averages of certain directional variants of the triangular Hilbert transform. This operator can be interpreted as the twisted paraproduct with a rough homogeneous kernel. We establish a range of $L^{p_1} \times L^{p_2} \rightarrow L^p$ bounds for this operator. This is a joint work with Fred Lin.