@article{multiturnconversationalaifromtexttomulti,
  title = {Multi-turn Conversational AI from Text to Multimodal Interaction: Data, Models, Evaluation, and Open Challenges},
  author = {Syeda Faiza Ahmed and Zien Sheikh Ali and Hunzalah Hassan Bhatti and Firoj Alam and Shammur Absar Chowdhury},
  year = {2026},
  eprint = {2608.17605},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.17605},
}