Named Entity Recognition Approaches and Their Comparison for Custom NER Model
Science and Technology Libraries, 2020exaly
Transfer joint embedding for cross-domain named entity recognition
ACM Transactions on Information Systems, 2013Sinno Jialin Pan
exaly
Effective vector representation for the Korean named-entity recognition
Pattern Recognition Letters, 2019Youngjoong Ko +2 more
exaly
What makes a gene name? Named entity recognition in the biomedical literature
Briefings in Bioinformatics, 2005Jörg Hakenberg, Ulf Leser, Leser Ulf
exaly
Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model [PDF]
Toponym recognition, or the challenge of detecting place names that have a similar referent, is involved in a number of activities connected to geographical information retrieval and geographical information sciences. This research focuses on recognizing
Liufeng Tao +6 more
doaj +8 more sources
Beyond extraction accuracy: addressing the quality of geographical named entity through advanced recognition and correction models using a modified BERT framework [PDF]
In the realm of geospatial services and applications, the accuracy of address information is of utmost importance. Traditional methods of data collection, being both labor-intensive and costly, have prompted researchers to turn to Volunteered Geographic ...
Liuchang Xu +5 more
doaj +5 more sources
ChineseCTRE: A Model for Geographical Named Entity Recognition and Correction Based on Deep Neural Networks and the BERT Model [PDF]
Social media is widely used to share real-time information and report accidents during natural disasters. Named entity recognition (NER) is a fundamental task of geospatial information applications that aims to extract location names from natural ...
Wei Zhang +7 more
doaj +3 more sources
Implementing large language model and retrieval augmented generation to extract geographic locations of illicit transnational kidney trade [PDF]
Background Illicit kidney trade networks, operating globally, involve intricate interactions among various players, most notably buyers, sellers, brokers, and surgeons.
Zifu Wang +8 more
doaj +3 more sources
CSMNER: A Toponym Entity Recognition Model for Chinese Social Media [PDF]
In the era of information explosion, Chinese social media has become a repository for massive geographic information; however, its unique unstructured nature and diverse expressions are challenging to toponym entity recognition.
Yuyang Qi +6 more
doaj +2 more sources
Paris dans les récits de voyage d’écrivains arabes : repérage, analyse sémantique et cartographie de toponymes [PDF]
We present in this paper an automated method to map out positive or negative semantic modalities associated with place names in Arabic travelogue literature.
Motasem Alrahabi +3 more
doaj +3 more sources

