@inproceedings{mehri-etal-2022-interactive,
title = "Interactive Evaluation of Dialog Track at {DSTC}9",
author = "Mehri, Shikib and
Feng, Yulan and
Gordon, Carla and
Alavi, Seyed Hossein and
Traum, David and
Eskenazi, Maxine",
editor = "Calzolari, Nicoletta and
B{\'e}chet, Fr{\'e}d{\'e}ric and
Blache, Philippe and
Choukri, Khalid and
Cieri, Christopher and
Declerck, Thierry and
Goggi, Sara and
Isahara, Hitoshi and
Maegaard, Bente and
Mariani, Joseph and
Mazo, H{\'e}l{\`e}ne and
Odijk, Jan and
Piperidis, Stelios",
booktitle = "Proceedings of the Thirteenth Language Resources and Evaluation Conference",
month = jun,
year = "2022",
address = "Marseille, France",
publisher = "European Language Resources Association",
url = "https://aclanthology.org/2022.lrec-1.616",
pages = "5731--5738",
abstract = "The ultimate goal of dialog research is to develop systems that can be effectively used in interactive settings by real users. To this end, we introduced the Interactive Evaluation of Dialog Track at the 9th Dialog System Technology Challenge. This track consisted of two sub-tasks. The first sub-task involved building knowledge-grounded response generation models. The second sub-task aimed to extend dialog models beyond static datasets by assessing them in an interactive setting with real users. Our track challenges participants to develop strong response generation models and explore strategies that extend them to back-and-forth interactions with real users. The progression from static corpora to interactive evaluation introduces unique challenges and facilitates a more thorough assessment of open-domain dialog systems. This paper provides an overview of the track, including the methodology and results. Furthermore, it provides insights into how to best evaluate open-domain dialog models.",
}
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%0 Conference Proceedings
%T Interactive Evaluation of Dialog Track at DSTC9
%A Mehri, Shikib
%A Feng, Yulan
%A Gordon, Carla
%A Alavi, Seyed Hossein
%A Traum, David
%A Eskenazi, Maxine
%Y Calzolari, Nicoletta
%Y Béchet, Frédéric
%Y Blache, Philippe
%Y Choukri, Khalid
%Y Cieri, Christopher
%Y Declerck, Thierry
%Y Goggi, Sara
%Y Isahara, Hitoshi
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Mazo, Hélène
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Thirteenth Language Resources and Evaluation Conference
%D 2022
%8 June
%I European Language Resources Association
%C Marseille, France
%F mehri-etal-2022-interactive
%X The ultimate goal of dialog research is to develop systems that can be effectively used in interactive settings by real users. To this end, we introduced the Interactive Evaluation of Dialog Track at the 9th Dialog System Technology Challenge. This track consisted of two sub-tasks. The first sub-task involved building knowledge-grounded response generation models. The second sub-task aimed to extend dialog models beyond static datasets by assessing them in an interactive setting with real users. Our track challenges participants to develop strong response generation models and explore strategies that extend them to back-and-forth interactions with real users. The progression from static corpora to interactive evaluation introduces unique challenges and facilitates a more thorough assessment of open-domain dialog systems. This paper provides an overview of the track, including the methodology and results. Furthermore, it provides insights into how to best evaluate open-domain dialog models.
%U https://aclanthology.org/2022.lrec-1.616
%P 5731-5738
Markdown (Informal)
[Interactive Evaluation of Dialog Track at DSTC9](https://aclanthology.org/2022.lrec-1.616) (Mehri et al., LREC 2022)
ACL
- Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, and Maxine Eskenazi. 2022. Interactive Evaluation of Dialog Track at DSTC9. In Proceedings of the Thirteenth Language Resources and Evaluation Conference, pages 5731–5738, Marseille, France. European Language Resources Association.