Interactive Evaluation of Dialog Track at DSTC9
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Abstract (arXiv)
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
Key facts. Cited by 9 papers in the map (data through 14 Oct 2026). Builds on 19 of its 26 references that are in the map. First posted on arXiv 28 Jul 2022.
Builds on
19 of 26 references.
References · 19
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7 more
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Built on by
Citing papers per year: 2022: 2; 2023: 4; 2024: 2; 2025: 1.
9 papers.
- 2023SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agentscited by 367
- 2023LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Modelscited by 101
- 2023A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluatorscited by 45
- 2023xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmarkcited by 13
- 2024Interaction Matters: An Evaluation Framework for Interactive Dialogue Assessment on English Second Language Conversationscited by 4
- 2024ComperDial: Commonsense Persona-grounded Dialogue Dataset and Benchmarkcited by 3
- 2022Evaluating Agent Interactions Through Episodic Knowledge Graphscited by 2
- 2025Overview of Dialog System Evaluation Track: Dimensionality, Language, Culture and Safety at DSTC 12cited by 1
- 2022The DialPort toolscited by 0
- 2025Overview of Dialog System Evaluation Track: Dimensionality, Language, Culture and Safety at DSTC 1216 Sep 2025
- 2024Interaction Matters: An Evaluation Framework for Interactive Dialogue Assessment on English Second Language Conversations9 Jul 2024
- 2024ComperDial: Commonsense Persona-grounded Dialogue Dataset and Benchmark17 Jun 2024
- 2023A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators24 Dec 2023
- 2023SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents18 Oct 2023
- 2023xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark13 Oct 2023
- 2023LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models23 May 2023
- 2022Evaluating Agent Interactions Through Episodic Knowledge Graphs22 Sep 2022
- 2022The DialPort tools18 Aug 2022