Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Towards Explainable and Controllable Open Domain Dialogue Generation
  with Dialogue Acts   We study open domain dialogue generation with dialogue acts designed to
explain how people engage in social chat. To imitate human behavior, we propose
managing the flow of human-machine interactions with the dialogue acts as
policies. The policies and response generation are jointly learned from
human-human conversations, and the former is further optimized with a
reinforcement learning approach. With the dialogue acts, we achieve significant
improvement over state-of-the-art methods on response quality for given
contexts and dialogue length in both machine-machine simulation and
human-machine conversation.

20
The categories of this paper are: acc-phys
21
The categories of this paper are: adap-org
12
The categories of this paper are: nucl-th
29
The categories of this paper are: funct-an
35
The categories of this paper are: mtrl-th
31
The categories of this paper are: ao-sci
8
The categories of this paper are: hep-ex
15
The categories of this paper are: nucl-ex
7
The categories of this paper are: hep-th
4
The categories of this paper are: cond-mat
26
The categories of this paper are: bayes-an
13
The categories of this paper are: quant-ph
10
The categories of this paper are: q-bio
28
The categories of this paper are: alg-geom
2
The categories of this paper are: math
27
The categories of this paper are: comp-gas