Boosting Lexical Knowledge For Biomedical Named Entity Recognition

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Biomedical Named Entity Recognition via Knowledge …

https://dl.acm.org/doi/abs/10.1145/3465221

In this work, we formulated the named entity recognition (NER) task as a multi-answer knowledge guided question-answer task (KGQA) and showed that the knowledge …

Improving biomedical named entity recognition with …

https://pubmed.ncbi.nlm.nih.gov/33238875/

Abstract. Background: Biomedical named entity recognition (BioNER) is an important task for understanding biomedical texts, which can be challenging due to …

Improving the recall of biomedical named entity …

https://pubmed.ncbi.nlm.nih.gov/34078270/

Methods: To remedy the above issue, we propose a novel Biomedical Named Entity Recognition (BioNER) framework with label re-correction and knowledge …

Knowledge-Based Approach for Named Entity …

https://link.springer.com/chapter/10.1007/978-3-319-60045-1_40

We evaluated this method with a set of biomedical research abstracts containing software entities. Our proposed approach could be used to further augment …

On the Use of Knowledge Transfer Techniques for …

https://www.researchgate.net/publication/368622194_On_the_Use_of_Knowledge_Transfer_Techniques_for_Biomedical_Named_Entity_Recognition

Abstract and Figures. Biomedical named entity recognition (BioNER) is a preliminary task for many other tasks, e.g., relation extraction and semantic search. …

Incorporating lexical knowledge into biomedical NE …

https://www.researchgate.net/publication/234781997_Incorporating_lexical_knowledge_into_biomedical_NE_recognition

In this paper, we propose a two-phase biomedical named entity (NE) recognition method based on SVMs. We first recognize biomedical terms, and then …

ME-based biomedical named entity recognition using …

https://www.semanticscholar.org/paper/ME-based-biomedical-named-entity-recognition-using-Park-Kim/87405eccdb16460d214071f716c708560582b321

This study takes a two-phase named entity recognition method based on SVMs and dictionary, and shows that the proposed method is effective not only in the …

Boosting Performance of Bio-Entity Recognition by …

http://www.kanungo.com/pubs/bioKDD05.pdf

One natural idea of boosting performance of biomedical named-entity recognition is to combine the results of multiple biomedical entity recognition systems. This approach …

Who’s Who and What’s What: Advances in Biomedical …

https://towardsdatascience.com/whos-who-and-what-s-what-advances-in-biomedical-named-entity-recognition-bioner-c42a3f63334c

The challenges in biomedical named entity recognition are not to be underestimated. Fortunately for all of us actively applying AI in software product …

A Literature Survey on Biomedical Named Entity …

https://link.springer.com/chapter/10.1007/978-981-15-7504-4_12

Biomedical Named Entity Recognition or BNER task is important areas of biomedical text mining, which aims to mine knowledge based on user interest and …

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