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2019 | OriginalPaper | Buchkapitel

ChaD: Chat-Oriented Dialog Systems

verfasst von : Alexander I. Rudnicky

Erschienen in: Advanced Social Interaction with Agents

Verlag: Springer International Publishing

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Abstract

Historically, conversational systems have focused on goal-directed interaction and this focus defined much of the work in the field of spoken dialog systems. More recently researchers have started to focus on non- goal-oriented dialog systems often referred to as “chat” systems. We refer to these as Chat-oriented Dialog (ChaD) systems. ChaD systems are not task-oriented and focus on what could be described as social conversation where the goal is to interact with a human interlocutor while maintaining an appropriate level of engagement. Research to date has identified a number of techniques that can be used to implement working ChaDs but it has also highlighted important limitations. This note describes key ChaD characteristics and proposes a research agenda.

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Literatur
2.
Zurück zum Zitat Banchs RE, Li H (2012) IRIS: a chat-oriented dialogue system based on the vector space model. In: Proceedings of the ACL 2012 system demonstrations, pp 37–42. Association for Computational Linguistics Banchs RE, Li H (2012) IRIS: a chat-oriented dialogue system based on the vector space model. In: Proceedings of the ACL 2012 system demonstrations, pp 37–42. Association for Computational Linguistics
3.
Zurück zum Zitat Bohus D, Rudnicky AI (2009) The RavenClaw dialog management framework: architecture and systems. Comput Speech Lang 23(3):332–361CrossRef Bohus D, Rudnicky AI (2009) The RavenClaw dialog management framework: architecture and systems. Comput Speech Lang 23(3):332–361CrossRef
4.
Zurück zum Zitat Charras F, Dubuisson Duplessis G, Letard V, Ligozat AL, Rosset S (2016) Comparing system-response retrieval models for open-domain and casual conversational agent. In: Second workshop on Chatbots and conversational agent technologies Charras F, Dubuisson Duplessis G, Letard V, Ligozat AL, Rosset S (2016) Comparing system-response retrieval models for open-domain and casual conversational agent. In: Second workshop on Chatbots and conversational agent technologies
5.
Zurück zum Zitat Foster ME, Gaschler A, Giuliani M, Isard A, Pateraki M, Petrick RP (2012) Two people walk into a bar: Dynamic multi-party social interaction with a robot agent. In: Proceedings of the 14th ACM international conference on multimodal interaction, ICMI ’12. ACM, New York, NY, USA, pp 3–10. https://doi.org/10.1145/2388676.2388680 Foster ME, Gaschler A, Giuliani M, Isard A, Pateraki M, Petrick RP (2012) Two people walk into a bar: Dynamic multi-party social interaction with a robot agent. In: Proceedings of the 14th ACM international conference on multimodal interaction, ICMI ’12. ACM, New York, NY, USA, pp 3–10. https://​doi.​org/​10.​1145/​2388676.​2388680
6.
Zurück zum Zitat Gockley R, Bruce A, Forlizzi J, Michalowski M, Mundell A, Rosenthal S, Sellner B, Simmons R, Snipes K, Schultz AC et al (2005) Designing robots for long-term social interaction. In: 2005 IEEE/RSJ international conference on intelligent robots and systems, 2005. (IROS 2005). IEEE, pp 1338–1343 Gockley R, Bruce A, Forlizzi J, Michalowski M, Mundell A, Rosenthal S, Sellner B, Simmons R, Snipes K, Schultz AC et al (2005) Designing robots for long-term social interaction. In: 2005 IEEE/RSJ international conference on intelligent robots and systems, 2005. (IROS 2005). IEEE, pp 1338–1343
7.
Zurück zum Zitat Hiraoka T, Georgila K, Nouri E, Traum DR, Nakamura S (2015) Reinforcement learning in multi-party trading dialog. In: SIGDIAL conference Hiraoka T, Georgila K, Nouri E, Traum DR, Nakamura S (2015) Reinforcement learning in multi-party trading dialog. In: SIGDIAL conference
8.
Zurück zum Zitat Makatchev M, Fanaswala I, Abdulsalam A, Browning B, Ghazzawi W, Sakr MF, Simmons RG (2010) Dialogue patterns of an arabic robot receptionist. In: HRI Makatchev M, Fanaswala I, Abdulsalam A, Browning B, Ghazzawi W, Sakr MF, Simmons RG (2010) Dialogue patterns of an arabic robot receptionist. In: HRI
9.
Zurück zum Zitat Ritter A, Cherry C, Dolan WB (2011) Data-driven response generation in social media. In: Proceedings of the conference on empirical methods in natural language processing, pp 583–593. Association for Computational Linguistics Ritter A, Cherry C, Dolan WB (2011) Data-driven response generation in social media. In: Proceedings of the conference on empirical methods in natural language processing, pp 583–593. Association for Computational Linguistics
10.
Zurück zum Zitat Shawar BA, Atwell E (2003) Using dialogue corpora to train a chatbot. In: Proceedings of the Corpus Linguistics 2003 conference, pp 681–690 Shawar BA, Atwell E (2003) Using dialogue corpora to train a chatbot. In: Proceedings of the Corpus Linguistics 2003 conference, pp 681–690
13.
Zurück zum Zitat Yu Z, Papangelis A, Rudnicky A (2015) TickTock: a non-goal-oriented multimodal dialog system with engagement awareness. In: Proceedings of the AAAI spring symposium Yu Z, Papangelis A, Rudnicky A (2015) TickTock: a non-goal-oriented multimodal dialog system with engagement awareness. In: Proceedings of the AAAI spring symposium
14.
Zurück zum Zitat Yu Z, Xu Z, Black AW, Rudnicky AI (2016) Strategy and policy learning for non-task-oriented conversational systems. In: 17th annual meeting of the special interest group on discourse and dialogue, vol 2, p 7 Yu Z, Xu Z, Black AW, Rudnicky AI (2016) Strategy and policy learning for non-task-oriented conversational systems. In: 17th annual meeting of the special interest group on discourse and dialogue, vol 2, p 7
Metadaten
Titel
ChaD: Chat-Oriented Dialog Systems
verfasst von
Alexander I. Rudnicky
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-319-92108-2_7

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