Cargando…

Unsupervised cross-lingual model transfer for named entity recognition with contextualized word representations

Named entity recognition (NER) is one fundamental task in the natural language processing (NLP) community. Supervised neural network models based on contextualized word representations can achieve highly-competitive performance, which requires a large-scale manually-annotated corpus for training. Wh...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yan, Huijiong, Qian, Tao, Xie, Liang, Chen, Shanguang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8454935/ https://www.ncbi.nlm.nih.gov/pubmed/34547014 http://dx.doi.org/10.1371/journal.pone.0257230

Ejemplares similares

Analyzing transfer learning impact in biomedical cross-lingual named entity recognition and normalization
por: Rivera-Zavala, Renzo M., et al.
Publicado: (2021)

Evaluating Word Representation Features in Biomedical Named Entity Recognition Tasks
por: Tang, Buzhou, et al.
Publicado: (2014)

Incorporating domain knowledge in chemical and biomedical named entity recognition with word representations
por: Munkhdalai, Tsendsuren, et al.
Publicado: (2015)

Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization
por: Taillé, Bruno, et al.
Publicado: (2020)

Chemical named entity recognition in patents by domain knowledge and unsupervised feature learning
por: Zhang, Yaoyun, et al.
Publicado: (2016)

Deep learning with word embeddings improves biomedical named entity recognition
por: Habibi, Maryam, et al.
Publicado: (2017)

Comparing general and specialized word embeddings for biomedical named entity recognition
por: Ramos-Vargas, Rigo E., et al.
Publicado: (2021)

Biomedical named entity recognition using deep neural networks with contextual information
por: Cho, Hyejin, et al.
Publicado: (2019)

Combining Contextualized Embeddings and Prior Knowledge for Clinical Named Entity Recognition: Evaluation Study
por: Jiang, Min, et al.
Publicado: (2019)

Transfer learning for biomedical named entity recognition with neural networks
por: Giorgi, John M, et al.
Publicado: (2018)

Hierarchical shared transfer learning for biomedical named entity recognition
por: Chai, Zhaoying, et al.
Publicado: (2022)

BCC-NER: bidirectional, contextual clues named entity tagger for gene/protein mention recognition
por: Murugesan, Gurusamy, et al.
Publicado: (2017)

Cross-lingual word embeddings
por: Søgaard, Anders, et al.
Publicado: (2019)

Learning unsupervised contextual representations for medical synonym discovery
por: Schumacher, Elliot, et al.
Publicado: (2019)

Chinese Clinical Named Entity Recognition in Electronic Medical Records: Development of a Lattice Long Short-Term Memory Model With Contextualized Character Representations
por: Li, Yongbin, et al.
Publicado: (2020)

Active learning for ontological event extraction incorporating named entity recognition and unknown word handling
por: Han, Xu, et al.
Publicado: (2016)

Monitoring named entity recognition: the League Table
por: Rebholz-Schuhmann, Dietrich, et al.
Publicado: (2013)

Named Entity Recognition in Prehospital Trauma Care
por: Silverman, Greg M., et al.
Publicado: (2019)

Multitask learning for biomedical named entity recognition with cross-sharing structure
por: Wang, Xi, et al.
Publicado: (2019)

On Biomedical Named Entity Recognition: Experiments in Interlingual Transfer for Clinical and Social Media Texts
por: Miftahutdinov, Zulfat, et al.
Publicado: (2020)

NERBio: using selected word conjunctions, term normalization, and global patterns to improve biomedical named entity recognition
por: Tsai, Richard Tzong-Han, et al.
Publicado: (2006)

Augmented-syllabification of n-gram tagger for Indonesian words and named-entities
por: Suyanto, Suyanto, et al.
Publicado: (2022)

Medieval Spanish (12th–15th centuries) named entity recognition and attribute annotation system based on contextual information
por: Díez Platas, Mª Luisa, et al.
Publicado: (2020)

Various criteria in the evaluation of biomedical named entity recognition
por: Tsai, Richard Tzong-Han, et al.
Publicado: (2006)

Impact of translation on named-entity recognition in radiology texts
por: Campos, Luís, et al.
Publicado: (2017)

Text normalization for named entity recognition in Vietnamese tweets
por: Nguyen, Vu H., et al.
Publicado: (2016)

Comparison of named entity recognition methodologies in biomedical documents
por: Song, Hye-Jeong, et al.
Publicado: (2018)

Towards reliable named entity recognition in the biomedical domain
por: Giorgi, John M, et al.
Publicado: (2020)

Improving biomedical named entity recognition with syntactic information
por: Tian, Yuanhe, et al.
Publicado: (2020)

DroNER: Dataset for drone named entity recognition
por: Silalahi, Swardiantara, et al.
Publicado: (2023)

GENETAG: a tagged corpus for gene/protein named entity recognition
por: Tanabe, Lorraine, et al.
Publicado: (2005)

The Time Course of Contextual Effects on Visual Word Recognition
por: Lee, Chia-Ying, et al.
Publicado: (2012)

Nested Named Entity Recognition Based on Dual Stream Feature Complementation
por: Liao, Tao, et al.
Publicado: (2022)

BioByGANS: biomedical named entity recognition by fusing contextual and syntactic features through graph attention network in node classification framework
por: Zheng, Xiangwen, et al.
Publicado: (2022)

How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?
Publicado: (2022)

Cascaded classifiers for confidence-based chemical named entity recognition
por: Corbett, Peter, et al.
Publicado: (2008)

Using Workflows to Explore and Optimise Named Entity Recognition for Chemistry
por: Kolluru, BalaKrishna, et al.
Publicado: (2011)

Named Entity Recognition for Bacterial Type IV Secretion Systems
por: Ananiadou, Sophia, et al.
Publicado: (2011)

Chemical named entities recognition: a review on approaches and applications
por: Eltyeb, Safaa, et al.
Publicado: (2014)

Using Empirically Constructed Lexical Resources for Named Entity Recognition
por: Jonnalagadda, Siddhartha, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_ifog4500hrf0opboj8q2ng3nct