Results 81 to 90 of about 47,614 (155)

BERN2: an advanced neural biomedical named entity recognition and normalization tool. [PDF]

Bioinformatics, 2022
Sung M, Sung M, Jeong M, Choi Y, Kim D, Lee J, Kang J.   +6 more
europepmc   +1 more source

A prefix and attention map discrimination fusion guided attention for biomedical named entity recognition. [PDF]

BMC Bioinformatics, 2023
Guan Z, Zhou X.
europepmc   +1 more source

Biomedical named entity recognition with the combined feature attention and fully-shared multi-task learning. [PDF]

BMC Bioinformatics, 2022
Zhang Z, Chen ALP.
europepmc   +1 more source

Augmenting biomedical named entity recognition with general-domain resources

Journal of Biomedical Informatics
Training a neural network-based biomedical named entity recognition (BioNER) model usually requires extensive and costly human annotations. While several studies have employed multi-task learning with multiple BioNER datasets to reduce human effort, this approach does not consistently yield performance improvements and may introduce label ambiguity in ...
Yu Yin, Hyunjae Kim, Xiao Xiao, Chih-Hsuan Wei, Jaewoo Kang, Zhiyong Lu, Hua Xu 0001, Meng Fang, Qingyu Chen 0001   +8 more
openaire   +4 more sources

Optimization and comparison research on adaptive modularization BERT-SPAN model for named entity recognition of SARS-CoV-2 virus proteins

Scientific Reports
With the rapid growth of biomedical research literature, automatic knowledge extraction and mining have become increasingly important. In the field of biomedical text mining, Named Entity Recognition (NER) and Relationship Extraction (RE) are essential ...
Xiaona Shi, Zhengxin Fei, Aaron Nkhata, Liyan Chen, Zhaomin Chen, Heng Chen   +5 more
doaj   +1 more source

HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition. [PDF]

Bioinformatics, 2021
Weber L, Sänger M, Münchmeyer J, Habibi M, Leser U, Akbik A.   +5 more
europepmc   +1 more source

Correction to: HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition. [PDF]

Bioinformatics, 2023
europepmc   +1 more source

Biomedical Entity Recognition Using a Small Language Model

ReCIBE
This research proposes developing a computationally efficient Small Language Model (SLM) for Biomedical Named Entity Recognition (NER). By fine-tuning a general-domain pretrained SLM (based on selective state space models, SSMs) on specialized ...
Amed Clavería Méndez, Israel Roman Godínez, Sulema Torres Ramos, Stewart Rene Santos Arce   +3 more
doaj   +1 more source

BINER: A low-cost biomedical named entity recognition

Information Sciences, 2022
Mohsen Asghari, Daniel Sierra-Sosa, Adel Said Elmaghraby   +2 more
openaire   +1 more source

Learning Representations for Biomedical Named Entity Recognition

, 2018
Lauriola, Ivano, Sella, Riccardo, Aiolli, Fabio, Lavelli, Alberto, Rinaldi, Fabio   +4 more
openaire   +3 more sources