The invention provides an intelligent customer service conversation response generation method, device, and electronic device. The method includes: obtaining this round of user input sessions; coding the current round of user input sessions to obtain current round input vectors; obtaining historical conversation records, which include at least one round of historical user sessions and corresponding historical customer service responses; coding the historical conversation records to obtain hidden historical record vectors; calculating key information vectors corresponding to each preset word slot based on the hidden historical record vectors; calculating correlation vectors between each preset word slot and other word slots based on the key information vector; decoding and obtaining multiple round conversation states according to the correlation vector; The round input vector and the multi-round conversation state described to obtain a response from this round of customer service. Through the above steps, the invention can effectively improve the effectiveness of conversation tracking, thereby improving the performance of intelligent customer service dialogue systems, and has a wide range of application value.