Process / pipeline
Dialogue Act Classification
Dialogue act classification is a natural-language-processing task that automatically labels the communicative function of each utterance in a conversation — such as question, answer, greeting, or rejection. Consolidated by Jurafsky et al. (1997) and Stolcke et al. (2000), it is a foundational component for chatbots and discourse analysis.
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Sources
- Stolcke, A. et al. (2000). Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech. Computational Linguistics, 26(3), 339-373. DOI: 10.1162/089120100561737 ↗
- Jurafsky, D. et al. (1997). Automatic Detection of Discourse Structure for Speech Recognition and Understanding. ICASSP. DOI: 10.1109/ASRU.1997.658994 ↗