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Rethinking Loss Functions for Fact Verification [PDF]

arXiv
We explore loss functions for fact verification in the FEVER shared task. While the cross-entropy loss is a standard objective for training verdict predictors, it fails to capture the heterogeneity among the FEVER verdict classes. In this paper, we develop two task-specific objectives tailored to FEVER.
arxiv

The Ætiology and Epidemiology of Paratyphoid Fever and “Food-Poisoning.” [PDF]

, 1911
F. A. Bainbridge
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Old vaccines, new usages, surprisingly effective in solving the century-old problem -Inactivated African Swine Fever Virus vaccine induces safe and efficient immune protection through mucosal immunity [PDF]

arXiv
Background: African swine fever is among the most devastating viral diseases of pigs. Despite nearly a century of research, there is still no safe and effective vaccine available. The current situation is that either vaccines are safe but not effective, or they are effective but not safe.Findings: The ASF vaccine prepared using the inactivation method ...
arxiv

The global burden of typhoid fever

Bulletin of the World Health Organization, 2004
OBJECTIVE: To use new data to make a revised estimate of the global burden of typhoid fever, an accurate understanding of which is necessary to guide public health decisions for disease control and prevention efforts.
Crump John A., Luby Stephen P., Mintz Eric D. +2 more
doaj

COMBINED PREVENTIVE INOCULATION AGAINST TYPHOID AND PARATYPHOID FEVER AND BACILLARY DYSENTERY [PDF]

, 1916
J. P. Johnson, Andrew Milne
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[Paratyphoid fever two months after a trip to India]. [PDF]