Concepedia

Shankai Yan

SY

10

Publications

1.2K

Citations

10

H-Index

2018

Active since

Affiliations

National Institutes of Health(Current)

City University of Hong Kong

National Center for Biotechnology Information

Hainan University

Shankai Yan is an author at National Institutes of Health specializing in language studies, linguistics, and computational linguistics.

Top concepts

LanguageEngineeringLinguisticsText MiningComputational LinguisticsNatural Language ProcessingData ScienceDeep LearningComputer ScienceMachine Learning

Publications per year

2018–2025

10

Publications

10

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

Yifan Peng, Shankai Yan, Zhiyong Lu · 2019 · 820 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +23

Verbal aggression detection on Twitter comments: convolutional neural network for short-text sentiment analysis

Junyi Chen, Shankai Yan, Ka‐Chun Wong · Neural Computing and Applications · 2018 · 87 citations

Natural Language Processing, Abuse Detection, Convolutional Neural Network +10

PhenoTagger: a hybrid method for phenotype concept recognition using human phenotype ontology

Ling Luo, Shankai Yan, Po‐Ting Lai et al. · Bioinformatics · 2021 · 71 citations · Full text

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

Yifan Peng, Shankai Yan, Zhiyong Lu · arXiv (Cornell University) · 2019 · 70 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +23

BioConceptVec: Creating and evaluating literature-based biomedical concept embeddings on a large scale

Qingyu Chen, Kyubum Lee, Shankai Yan et al. · PLoS Computational Biology · 2020 · 64 citations · Full text

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