Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding
Sign Up to like & getrecommendations! Published in 2022 at "Connection Science"
DOI: 10.1080/09540091.2022.2140122
Abstract: Natural language processing text similarity calculation is a crucial and difficult problem that enables matching between various messages. This approach is the foundation of many applications. The word representation features and contextual relationships extracted by… read more here.
Keywords: lstm; weighted word; word embedding; word ... See more keywords
Investigating the quality of reverse geocoding services using text similarity techniques and logistic regression analysis
Sign Up to like & getrecommendations! Published in 2020 at "Cartography and Geographic Information Science"
DOI: 10.1080/15230406.2020.1746198
Abstract: ABSTRACT Location, usually defined by postal address information or geographic coordinate values, is one of the leading themes in geography. Famous global mapping services such as ArcGIS Online, Bing Maps, Google Maps, or Yandex Maps… read more here.
Keywords: logistic regression; reverse geocoding; text similarity;
PubMed Text Similarity Model and its application to curation efforts in the Conserved Domain Database
Sign Up to like & getrecommendations! Published in 2019 at "Database : the journal of biological databases and curation"
DOI: 10.1093/database/baz064
Abstract: This study proposes a text similarity model to help biocuration efforts of the Conserved Domain Database (CDD). CDD is a curated resource that catalogs annotated multiple sequence alignment models for ancient domains and full-length proteins.… read more here.
Keywords: similarity model; similarity; efforts conserved; cdd ... See more keywords
Automatic RadLex coding of Chinese structured radiology reports based on text similarity ensemble
Sign Up to like & getrecommendations! Published in 2021 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-021-01604-9
Abstract: Standardized coding of plays an important role in radiology reports’ secondary use such as data analytics, data-driven decision support, and personalized medicine. RadLex, a standard radiological lexicon, can reduce subjective variability and improve clarity in… read more here.
Keywords: similarity; radiology; translation; text similarity ... See more keywords
Effect of stemming on text similarity for Arabic language at sentence level
Sign Up to like & getrecommendations! Published in 2021 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.530
Abstract: Semantic Text Similarity (STS) has several and important applications in the field of Natural Language Processing (NLP). The Aim of this study is to investigate the effect of stemming on text similarity for Arabic language… read more here.
Keywords: effect stemming; similarity; stemming text; arabic language ... See more keywords