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Artificial Intelligence, ISSN 0004-3702, 01/2013, Volume 194, pp. 151 - 175
We automatically create enormous, free and multilingual training annotations for named entity recognition ( ) by exploiting the text and structure of... 
Wikipedia | Information extraction | Annotated corpora | Semi-supervised learning | Semi-structured resources | Named entity recognition | RETRIEVAL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Financial markets
Journal Article
Information Processing and Management, ISSN 0306-4573, 03/2015, Volume 51, Issue 2, pp. 32 - 49
Applying natural language processing for mining and intelligent information access to tweets (a form of microblog) is a challenging, emerging research area.... 
Microblogs | Twitter | Information extraction | Named entity recognition | Entity disambiguation | INFORMATION SCIENCE & LIBRARY SCIENCE | COMPUTER SCIENCE, INFORMATION SYSTEMS | State of the art | Error analysis | Pipelines | News | Texts | Data processing | Natural language processing | Recognition | Computer Science - Computation and Language
Journal Article
Genome Biology, ISSN 1465-6906, 2008, Volume 9, Issue Suppl 2, pp. S2 - S2
Nineteen teams presented results for the Gene Mention Task at the BioCreative II Workshop. In this task participants designed systems to identify substrings in... 
BIOMEDICAL TEXT | PROTEIN | NAMED ENTITY RECOGNITION | ALGORITHMS | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | GENETICS & HEREDITY | Computational Biology - methods | Congresses as Topic | Genes | Societies, Scientific
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 05/2015, Volume 42, Issue 7, pp. 3470 - 3479
Journal Article
Computer Standards & Interfaces, ISSN 0920-5489, 09/2013, Volume 35, Issue 5, pp. 482 - 489
Named Entity Recognition serves as the basis for many other areas in Information Management. However, it is unclear what the meaning of Named Entity is, and... 
Information Extraction | Named Entity Recognition | NER tools | Named Entity | Evaluation methodology | COMPUTER SCIENCE, SOFTWARE ENGINEERING | EXTRACTION | COMPUTER SCIENCE, HARDWARE & ARCHITECTURE | WEB | TEXTS | Evolution | Tasks | Information management | Recognition | Standards
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 02/2018, Volume 92, pp. 106 - 123
In multiword expression (MWE) recognition, there exist many studies where different learning methods are employed to decide whether given word combination is a... 
Learning algorithms | Multiword expression | Feature selection | Multiword expression recognition | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | NAMED ENTITY RECOGNITION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Data mining | Analysis | Algorithms
Journal Article
Artificial Intelligence, ISSN 0004-3702, 09/2016, Volume 238, pp. 63 - 82
We present a multilingual Named Entity Recognition approach based on a robust and general set of features across languages and datasets. Our system combines... 
Information Extraction | Named Entity Recognition | Clustering | Semi-supervised learning | Natural Language Processing | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Information extraction | Natural language processing | Named entity recognition
Journal Article
Entropy, ISSN 1099-4300, 06/2017, Volume 19, Issue 6, p. 283
Drug-Named Entity Recognition (DNER) for biomedical literature is a fundamental facilitator of Information Extraction. For this reason, the DDIExtraction2011... 
Long short-term memory | Conditional random field | Information extraction | Drug name entity recognition | conditional random field | information extraction | PHYSICS, MULTIDISCIPLINARY | drug name entity recognition | long short-term memory
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 02/2015, Volume 27, Issue 2, pp. 558 - 570
Journal Article
Journal of Biomedical Informatics, ISSN 1532-0464, 06/2017, Volume 70, pp. 85 - 91
Biomedical named entity recognition (BNER), which extracts important named entities such as genes and proteins, is a challenging task in automated systems that... 
Natural language processing | Deep neural networks | Biomedical named entity recognition | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MEDICAL INFORMATICS | TUTORIAL | Proteins | Algorithms | Genes | Humans | Natural Language Processing | Neural Networks (Computer) | Language processing | Natural language interfaces | Computational linguistics
Journal Article
Information Sciences, ISSN 0020-0255, 11/2019
Journal Article
POZNAN STUDIES IN CONTEMPORARY LINGUISTICS, ISSN 1897-7499, 06/2019, Volume 55, Issue 2, pp. 239 - 269
In this article we discuss the current state-of-the-art for named entity recognition for Polish. We present publicly available resources and open-source tools... 
PolDeepNer | LINGUISTICS | Named Entity Recognition | LANGUAGE & LINGUISTICS | Poleml Deep Learning | NE lemmatization | Parallel LSTM-CRF | Liner2 | NERF
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 12/2016, Volume 10102, pp. 239 - 250
Journal Article