Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in
  Sentiment Analysis   In this work, we investigate the presence of occupational gender stereotypes
in sentiment analysis models. Such a task has implications for reducing
implicit biases in these models, which are being applied to an increasingly
wide variety of downstream tasks. We release a new gender-balanced dataset of
800 sentences pertaining to specific professions and propose a methodology for
using it as a test bench to evaluate sentiment analysis models. We evaluate the
presence of occupational gender stereotypes in 3 different models using our
approach, and explore their relationship with societal perceptions of
occupations.

16
The categories of this paper are: stat
32
The categories of this paper are: atom-ph
0
The categories of this paper are: hep-ph
30
The categories of this paper are: q-alg
29
The categories of this paper are: funct-an
19
The categories of this paper are: eess
21
The categories of this paper are: adap-org
15
The categories of this paper are: nucl-ex
31
The categories of this paper are: ao-sci
26
The categories of this paper are: bayes-an
14
The categories of this paper are: math-ph
34
The categories of this paper are: chem-ph
37
The categories of this paper are: supr-con
13
The categories of this paper are: quant-ph
25
The categories of this paper are: patt-sol
9
The categories of this paper are: nlin