Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: SumQE: a BERT-based Summary Quality Estimation Model   We propose SumQE, a novel Quality Estimation model for summarization based on
BERT. The model addresses linguistic quality aspects that are only indirectly
captured by content-based approaches to summary evaluation, without involving
comparison with human references. SumQE achieves very high correlations with
human ratings, outperforming simpler models addressing these linguistic
aspects. Predictions of the SumQE model can be used for system development, and
to inform users of the quality of automatically produced summaries and other
types of generated text.

5
The categories of this paper are: gr-qc
0
The categories of this paper are: hep-ph
33
The categories of this paper are: plasm-ph
20
The categories of this paper are: acc-phys
7
The categories of this paper are: hep-th
9
The categories of this paper are: nlin
16
The categories of this paper are: stat
8
The categories of this paper are: hep-ex
29
The categories of this paper are: funct-an
24
The categories of this paper are: dg-ga
3
The categories of this paper are: physics
17
The categories of this paper are: q-fin
31
The categories of this paper are: ao-sci
13
The categories of this paper are: quant-ph
6
The categories of this paper are: astro-ph
30
The categories of this paper are: q-alg