Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: THINK: A Novel Conversation Model for Generating Grammatically Correct
  and Coherent Responses   Many existing conversation models that are based on the encoder-decoder
framework have focused on ways to make the encoder more complicated to enrich
the context vectors so as to increase the diversity and informativeness of
generated responses. However, these approaches face two problems. First, the
decoder is too simple to effectively utilize the previously generated
information and tends to generate duplicated and self-contradicting responses.
Second, the complex encoder tends to generate diverse but incoherent responses
because the complex context vectors may deviate from the original semantics of
context. In this work, we proposed a conversation model named "THINK" (Teamwork
generation Hover around Impressive Noticeable Keywords) to make the decoder
more complicated and avoid generating duplicated and self-contradicting
responses. The model simplifies the context vectors and increases the coherence
of generated responses in a reasonable way. For this model, we propose Teamwork
generation framework and Semantics Extractor. Compared with other baselines,
both automatic and human evaluation showed the advantages of our model.

3
The categories of this paper are: physics
36
The categories of this paper are: cmp-lg
6
The categories of this paper are: astro-ph
21
The categories of this paper are: adap-org
11
The categories of this paper are: hep-lat
24
The categories of this paper are: dg-ga
31
The categories of this paper are: ao-sci
27
The categories of this paper are: comp-gas
34
The categories of this paper are: chem-ph
29
The categories of this paper are: funct-an
25
The categories of this paper are: patt-sol
32
The categories of this paper are: atom-ph
5
The categories of this paper are: gr-qc
7
The categories of this paper are: hep-th
9
The categories of this paper are: nlin
33
The categories of this paper are: plasm-ph