Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Process Knowledge-infused Learning for Suicidality Assessment on Social
  Media   Improving the performance and natural language explanations of deep learning
algorithms is a priority for adoption by humans in the real world. In several
domains, such as healthcare, such technology has significant potential to
reduce the burden on humans by providing quality assistance at scale. However,
current methods rely on the traditional pipeline of predicting labels from
data, thus completely ignoring the process and guidelines used to obtain the
labels. Furthermore, post hoc explanations on the data to label prediction
using explainable AI (XAI) models, while satisfactory to computer scientists,
leave much to be desired to the end-users due to lacking explanations of the
process in terms of human-understandable concepts. We \textit{introduce},
\textit{formalize}, and \textit{develop} a novel Artificial Intelligence (A)
paradigm -- Process Knowledge-infused Learning (PK-iL). PK-iL utilizes a
structured process knowledge that explicitly explains the underlying prediction
process that makes sense to end-users. The qualitative human evaluation
confirms through a annotator agreement of 0.72, that humans are understand
explanations for the predictions. PK-iL also performs competitively with the
state-of-the-art (SOTA) baselines.

11
The categories of this paper are: hep-lat
7
The categories of this paper are: hep-th
17
The categories of this paper are: q-fin
5
The categories of this paper are: gr-qc
35
The categories of this paper are: mtrl-th
31
The categories of this paper are: ao-sci
4
The categories of this paper are: cond-mat
19
The categories of this paper are: eess
14
The categories of this paper are: math-ph
10
The categories of this paper are: q-bio
6
The categories of this paper are: astro-ph
20
The categories of this paper are: acc-phys
0
The categories of this paper are: hep-ph
33
The categories of this paper are: plasm-ph
32
The categories of this paper are: atom-ph
23
The categories of this paper are: solv-int