Embodiments of the present disclosure relate to a method and apparatus for data processing in a communication system. For example, a method comprises pre-processing received data encoded with a polar code; performing a first decoding of the pre-processed data to obtain output bits; in response to decoding failure of the first decoding, bit-flipping a portion of information bits of the output bits to obtain a first additional frozen bit; and performing a second decoding based on the first additional frozen bit and the pre-processed data. Embodiments of the present disclosure further provide a communication device capable of implementing the above method.