TY - JOUR AU - Agarwal, Sanchit AU - Jezabek, Jan AU - Biswas, Arijit AU - Barut, Emre AU - Gao, Bill AU - Chung, Tagyoung PY - 2022/06/28 Y2 - 2024/03/28 TI - Building Goal-Oriented Dialogue Systems with Situated Visual Context JF - Proceedings of the AAAI Conference on Artificial Intelligence JA - AAAI VL - 36 IS - 11 SE - AAAI Demonstration Track DO - 10.1609/aaai.v36i11.21710 UR - https://ojs.aaai.org/index.php/AAAI/article/view/21710 SP - 13149-13151 AB - Goal-oriented dialogue agents can comfortably utilize the conversational context and understand its users' goals. However, in visually driven user experiences, these conversational agents are also required to make sense of the screen context in order to provide a proper interactive experience. In this paper, we propose a novel multimodal conversational framework where the dialogue agent's next action and their arguments are derived jointly conditioned both on the conversational and the visual context. We demonstrate the proposed approach via a prototypical furniture shopping experience for a multimodal virtual assistant. ER -