From: Multitask learning for biomedical named entity recognition with cross-sharing structure
Main dataset: Ex-PTM Auxiliary dataset: BioNLP09 | ||
Case 1 | STM | The myristoylation of Nef and its membrane localization were essential for these effects. |
 | CS-MTM | The myristoylation of Nef and its membrane localization were essential for these effects. |
 | Auxiliary data | Human immunodeficiency virus type 1 Nef protein inhibits NF-kappa B induction in human T cells. |
Description | The training data of auxiliary dataset directly provides entity information about Nef protein. | |
Main dataset: Ex-PTM Auxiliary dataset: BioNLP09 | ||
Case 2 | STM | Vitamin K deficiency is a relatively common condition in neonates. |
 | CS-MTM | Vitamin K deficiency is a relatively common condition in neonates. |
 | Auxiliary data | Ascorbic acid (ascorbate or vitamin C) has been shown to suppress the induction of HIV in... |
 |  | In conclusion, we demonstrate that the vitamin E derivative TCP succinate prevents monocytic... |
Description | The training data of auxiliary dataset indirectly provides information that Vitamin is not protein. | |
Main dataset: Linnaeus Auxiliary dataset: BC5CDR | ||
Case 3 | STM | He slept well at night, ate more than his mother thought was good for him, and was able to... |
 | CS-MTM | He slept well at night, ate more than his mother thought was good for him, and was able to... |
 | Auxiliary data | During the night clomipramine ingestion altered the complete sleep architecture in that it suppressed REM sleep and the sleep cycles and induced increased wakefulness. |
Description | The training data of auxiliary dataset directly provides information that sleep don’t belong to species. |