" Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking

L Jacqmin, LM Rojas-Barahona, B Favre - ar** artificial learning systems that can understand and generate natural language
has been one of the long-standing goals of artificial intelligence. Recent decades have …

Fusing task-oriented and open-domain dialogues in conversational agents

T Young, F **ng, V Pandelea, J Ni… - Proceedings of the AAAI …, 2022 - ojs.aaai.org
The goal of building intelligent dialogue systems has largely been separately pursued under
two paradigms: task-oriented dialogue (TOD) systems, which perform task-specific functions …

Keep me updated! memory management in long-term conversations

S Bae, D Kwak, S Kang, MY Lee, S Kim… - arxiv preprint arxiv …, 2022 - arxiv.org
Remembering important information from the past and continuing to talk about it in the
present are crucial in long-term conversations. However, previous literature does not deal …

Building a role specified open-domain dialogue system leveraging large-scale language models

S Bae, D Kwak, S Kim, D Ham, S Kang, SW Lee… - arxiv preprint arxiv …, 2022 - arxiv.org
Recent open-domain dialogue models have brought numerous breakthroughs. However,
building a chat system is not scalable since it often requires a considerable volume of …

A survey on proactive dialogue systems: Problems, methods, and prospects

Y Deng, W Lei, W Lam, TS Chua - arxiv preprint arxiv:2305.02750, 2023 - arxiv.org
Proactive dialogue systems, related to a wide range of real-world conversational
applications, equip the conversational agent with the capability of leading the conversation …

Understanding and predicting user satisfaction with conversational recommender systems

C Siro, M Aliannejadi, M De Rijke - ACM Transactions on Information …, 2023 - dl.acm.org
User satisfaction depicts the effectiveness of a system from the user's perspective.
Understanding and predicting user satisfaction is vital for the design of user-oriented …

Tod4ir: A humanised task-oriented dialogue system for industrial robots

C Li, X Zhang, D Chrysostomou, H Yang - IEEE Access, 2022 - ieeexplore.ieee.org
Despite the fact that task-oriented conversation systems have received much attention from
the dialogue research community, only a handful of them have been studied in a real-world …

Understanding user satisfaction with task-oriented dialogue systems

C Siro, M Aliannejadi, M de Rijke - … of the 45th International ACM SIGIR …, 2022 - dl.acm.org
\beginabstract\AcpDS are evaluated depending on their type and purpose. Two categories
are often distinguished:\beginenumerate*\item\acpTDS, which are typically evaluated on …