Dialogue Act Classification

Classifying dialogue acts is an important task in natural language processing, aiming to categorize utterances in a conversation based on their functions, that is, to identify the actions performed by the speaker in the dialogue. This task provides critical support for applications such as automatic dialogue systems, sentiment analysis, and semantic understanding by analyzing the intentions and roles of the utterances, thereby enhancing the naturality and effectiveness of human-computer interaction.