4^th International Conference on Natural Language Processing and Machine Learning (NLPML 2023) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of Natural Language Computing and Machine learning. The Conference looks for significant contributions to all major fields of the Natural Language processing and machine learning in theoretical and practical aspects.