Abstract
Chat or ‘non-goal directed’ dialogue has becomse a popular domain for spoken dialog system research, while the exponential increase in the use of commercial chatbots is creating interest in how to add friendly talk to make task-oriented systems more personable, or indeed to create systems which can create and maintain friendly relations with a user through the use of social talk. However, such talk is not very well defined, relevant data sources are few, and how to create artificial social talk is still an inexact science. This non-technical position paper briefly overviews these areas, exploring data used in chat systems and the limitations and challenges involved, and how these impact on the implementation of realistic social talk in spoken dialog systems.
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References
Abercrombie D (1956) Problems and principles: studies in the teaching of english as a second language. Longmans, Green
Anderson A, Bader M, Bard E, Boyle E, Doherty G, Garrod S, Isard S, Kowtko J, McAllister J, Miller J et al (1991) The HCRC map task corpus. Lang Speech 34(4):351–366
Aubrey AJ, Marshall D, Rosin PL, Vandeventer J, Cunningham DW, Wallraven C (2013) Cardiff conversation database (CCDb): a database of natural dyadic conversations. In: 2013 IEEE conference on computer vision and pattern recognition workshops (CVPRW), pp 277–282. https://doi.org/10.1109/CVPRW.2013.48
Brown G, Yule G (1983) Teaching the spoken language, vol 2. Cambridge University Press
Cheepen C (1988) The predictability of informal conversation. Pinter London
Dunbar R (1998) Grooming, gossip, and the evolution of language. Harvard University Press
Edlund J, Beskow J, Elenius K, Hellmer K, Strömbergsson S, House D (2010) Spontal: a swedish spontaneous dialogue corpus of audio, video and motion capture. In: LREC
Eggins S, Slade D (2004) Analysing casual conversation. Equinox Publishing Ltd
Gilmartin E, Spillane B, O’Reilly M, Su K, Saam C, Cowan BR, Campbell N, Wade V (2017a) Dialog acts in greeting and leave taking in social talk. In: Proceedings of the 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents. ACM, New York, NY, USA, ISIAA 2017, pp 29–30. https://doi.org/10.1145/3139491.3139493
Gilmartin E, Spillane B, O’Reilly M, Su K, Saam C, Cowan BR, Campbell N, Wade V (2017b) Dialog acts in greeting and leavetaking in social talk. In: Proceedings of the 1st ACM SIGCHI international workshop on investigating social interactions with artificial agents. ACM, pp 29–30
Godfrey JJ, Holliman EC, McDaniel J (1992) SWITCHBOARD: Telephone speech corpus for research and development. In: 1992 IEEE international conference on acoustics, speech, and signal processing, 1992. ICASSP-9,. vol 1, pp 517–520
Hayakawa SI (1990) Language in thought and action. Houghton Mifflin Harcourt
Janin A, Baron D, Edwards J, Ellis D, Gelbart D, Morgan N, Peskin B, Pfau T, Shriberg E, Stolcke A (2003) The ICSI meeting corpus. In: 2003 IEEE international conference on acoustics, speech, and signal processing, 2003. Proceedings.(ICASSP’03), vol 1, pp I–364
Kong-Vega N, Mingxin S, Mo W, D’Haro LF (2020) Subjective annotation and evaluation of three different chatbots wochat: shared task report
Laver J (1975) Communicative functions of phatic communion. Organization of behavior in face-to-face interaction, pp 215–238
Malinowski B (1923) The problem of meaning in primitive languages. In: Supplementary in the meaning of meaning, pp 1–84
McCowan I, Carletta J, Kraaij W, Ashby S, Bourban S, Flynn M, Guillemot M, Hain T, Kadlec J, Karaiskos V (2005) The AMI meeting corpus. In: Proceedings of the 5th international conference on methods and techniques in behavioral research, vol 88
Paggio P, Allwood J, Ahlsén E, Jokinen K (2010) The NOMCO multimodal Nordic resource–goals and characteristics
Schegloff E (1988) Presequences and indirection: applying speech act theory to ordinary conversation. J Pragm 12(1):55–62
Schneider KP (1988) Small talk: Analysing phatic discourse, vol 1. Hitzeroth Marburg
Serban IV, Lowe R, Henderson P, Charlin L, Pineau J (2015) A survey of available corpora for building data-driven dialogue systems. arXiv:151205742 [cs, stat]
Thornbury S, Slade D (2006) Conversation: From description to pedagogy. Cambridge University Press
Traum DR, Hinkelman EA (1992) Conversation acts in task-oriented spoken dialogue. Comput Intell 8(3):575–599
Turnbull W (2003) Language in action: psychological models of conversation. Routledge
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This work is supported by Science Foundation Ireland (Grant 13/RC/2106) and the ADAPT Centre (www.adaptcentre.ie) at Trinity College, Dublin.
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Gilmartin, E. (2021). What’s Chat and Where to Find It. In: Marchi, E., Siniscalchi, S.M., Cumani, S., Salerno, V.M., Li, H. (eds) Increasing Naturalness and Flexibility in Spoken Dialogue Interaction. Lecture Notes in Electrical Engineering, vol 714. Springer, Singapore. https://doi.org/10.1007/978-981-15-9323-9_22
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