Naqvi, S. S. and Niayzi, A. A. (2025) “Apology Strategies in Commercial Chatbots: A Speech Act Analysis of Formulaicity, Pragmatic Deficits, and Design Implications for Customer-Service Conversational AI Systems”, HDSRC – International Human Development and Social Research Conference. doi: 10.5281/zenodo.21726941.