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Process Knowledge-infused Learning for Suicidality Assessment on Social Media. (arXiv:2204.12560v1 [cs.AI])
April 28, 2022, 1:11 a.m. | Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth
cs.LG updates on arXiv.org arxiv.org
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 …
ai arxiv knowledge learning media process social social media
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