Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Automatic Evaluation and Moderation of Open-domain Dialogue Systems   The development of Open-Domain Dialogue Systems (ODS)is a trending topic due
to the large number of research challenges, large societal and business impact,
and advances in the underlying technology. However, the development of these
kinds of systems requires two important characteristics:1) automatic evaluation
mechanisms that show high correlations with human judgements across multiple
dialogue evaluation aspects (with explainable features for providing
constructive and explicit feedback on the quality of generative models'
responses for quick development and deployment)and 2) mechanisms that can help
to control chatbot responses,while avoiding toxicity and employing intelligent
ways to handle toxic user comments and keeping interaction flow and engagement.
This track at the 10th Dialogue System Technology Challenge (DSTC10) is part of
the ongoing effort to promote scalable and toxic-free ODS. This paper describes
the datasets and baselines provided to participants, as well as submission
evaluation results for each of the two proposed subtasks.

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The categories of this paper are: dg-ga
22
The categories of this paper are: chao-dyn
15
The categories of this paper are: nucl-ex
10
The categories of this paper are: q-bio
30
The categories of this paper are: q-alg
2
The categories of this paper are: math
9
The categories of this paper are: nlin
23
The categories of this paper are: solv-int
21
The categories of this paper are: adap-org
31
The categories of this paper are: ao-sci
32
The categories of this paper are: atom-ph
11
The categories of this paper are: hep-lat
28
The categories of this paper are: alg-geom
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The categories of this paper are: comp-gas
36
The categories of this paper are: cmp-lg
5
The categories of this paper are: gr-qc