Biomedical entity linking based on less labeled data

Yu HU; Derong SHEN; Tiezheng NIE; Yue KOU; Ge YU

doi:10.1007/s11704-022-1192-8

PDF(388 KB)

Front. Comput. Sci. ›› 2022, Vol. 16 ›› Issue (3) : 163343. DOI: 10.1007/s11704-022-1192-8

Artificial Intelligence

LETTER

Biomedical entity linking based on less labeled data

Author information +

History +

Cite this article

EndNote

Ris (Procite)

Bibtex

Download citation ▾

Yu HU, Derong SHEN, Tiezheng NIE, Yue KOU, Ge YU. Biomedical entity linking based on less labeled data. Front. Comput. Sci., 2022, 16(3): 163343 https://doi.org/10.1007/s11704-022-1192-8

References

Publishing order | Descend order by publishing year | Descend order by cited within

[1]

Collier N, Park H S, Ogata N, Tateishi Y, Nobata C, Ohta T, Sekimizu T, Imai H, Ibushi K, Tsujii J I. The GENIA project: corpus-based knowledge acquisition and information extraction from genome research papers. In: Proceeding of the 9th Conference on European Chapter of the Association for Computational Linguistics. 1999, 271– 272

[2]

Gupta Vivek, Bharti P, Nokhiz P, Karnick H. SumPubMed: summarization dataset of PubMed scientific articles. In: Proceeding of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Student Research Workshop. 2021, 292– 303

[3]	Hardoon D R , Szedmak S , Shawe-Taylor J . Canonical correlation analysis: an overview with application to learning methods. Neural Computation, 2004, 16( 12): 2639– 2664

[4]	Kartsaklis D, Pilehvar M T, Collier N. Mapping text to knowledge graph entities using multi-sense LSTMs. In: Proceeding of the 2018 Conference on Empirical Methods in Natural Language Processing. 2018, 1959– 1970

[5]	Zhou H , Ning S , Liu Z , Lang C , Liu Z , Lei B . Knowledge-enhanced biomedical named entity recognition and normalization: application to proteins and genes. BMC Bioinformatics, 2020, 21( 1): 35

Acknowledgements

This research was supported by the National Natural Science Foundation of China (62072084, 62072086, 62172082), the National Defense Basic Scien tific Research Program of China (JCKY2018205C012), and the Fundamental Re search Funds for the Central Universities (N2116008).