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We prove that the Cauchy problem for the dispersion generalized Benjamin-Ono equation where \begin{eqnarray*} \left{ \begin{array}{l} \partial_t u+|\partial_x|^{1+α}\partial_x u+uu_x=0,\ u(x,0)=u_0(x), \end{array} \right. \end{eqnarray*} is locally well-posed in the Fourier-Lebesgue space . This is proved via Picard iteration arguments using -type space adapted to the Fourier-Lebesgue space, inspired by the work of Grünrock and Vega. Note that, previously, Molinet, Saut and Tzvetkov \cite{MST2001} proved that the solution map is not in for any if . However, in the Fourier-Lebesgue space, we have a stronger smoothing effect to handle the interactions.

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