Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Inter and Intra Document Attention for Depression Risk Assessment   We take interest in the early assessment of risk for depression in social
media users. We focus on the eRisk 2018 dataset, which represents users as a
sequence of their written online contributions. We implement four RNN-based
systems to classify the users. We explore several aggregations methods to
combine predictions on individual posts. Our best model reads through all
writings of a user in parallel but uses an attention mechanism to prioritize
the most important ones at each timestep.

11
The categories of this paper are: hep-lat
36
The categories of this paper are: cmp-lg
34
The categories of this paper are: chem-ph
17
The categories of this paper are: q-fin
15
The categories of this paper are: nucl-ex
6
The categories of this paper are: astro-ph
2
The categories of this paper are: math
26
The categories of this paper are: bayes-an
25
The categories of this paper are: patt-sol
12
The categories of this paper are: nucl-th
4
The categories of this paper are: cond-mat
20
The categories of this paper are: acc-phys
23
The categories of this paper are: solv-int
21
The categories of this paper are: adap-org
27
The categories of this paper are: comp-gas
7
The categories of this paper are: hep-th