A network socket device includes a communication module composed of a main circuit board with via holes, a gold pin set and a compensation circuit board. The gold pin set is connected to the main circuit board, including a pin holder block, first gold pins inserted through the pin holder block and connected to respective via holes of the main circuit board and second gold pins inserted through the pin holder block and connected to respective via holes of the main circuit board. Each second gold pin has a connection portion backwardly extended from one end thereof opposite to the main circuit board. The gold pin set is electrically connected to the compensation circuit board to provide a compensation signal for reducing crosstalk between gold pins.