OTNEL: A Distributed Online Deep Learning Semantic Annotation Methodology

Semantic representation of unstructured text is crucial in modern artificial intelligence and information retrieval applications. The semantic information extraction process from an unstructured text fragment to a corresponding representation from a concept ontology is known as named entity disambig...

Full description

Bibliographic Details
Published in:	Big Data and Cognitive Computing
Main Authors:	Christos Makris, Michael Angelos Simos
Format:	Article
Language:	English
Published:	MDPI AG 2020-10-01
Subjects:	named entity disambiguation text annotation word sense disambiguation ontologies Wikification neural networks
Online Access:	https://www.mdpi.com/2504-2289/4/4/31

Similar Items

Computationally Efficient Context-Free Named Entity Disambiguation with Wikipedia
by: Michael Angelos Simos, et al.
Published: (2022-08-01)

Text Semantic Annotation: A Distributed Methodology Based on Community Coherence
by: Christos Makris, et al.
Published: (2020-07-01)

On German verb sense disambiguation: A three-part approach based on linking a sense inventory (GermaNet) to a corpus through annotation (TGVCorp) and using the corpus to train a VSD classifier (TTvSense)
by: Dominik Mattern, et al.
Published: (2024-09-01)

On German verb sense disambiguation: A three-part approach based on linking a sense inventory (GermaNet) to a corpus through annotation (TGVCorp) and using the corpus to train a VSD classifier (TTvSense)
by: Dominik Mattern, et al.
Published: (2024-09-01)

Graph-based methods for Author Name Disambiguation: a survey
by: Michele De Bonis, et al.
Published: (2023-09-01)

Entity Linking Method for Chinese Short Text Based on Siamese-Like Network
by: Yang Zhang, et al.
Published: (2022-08-01)

SNEToolkit: Spatial named entities disambiguation toolkit
by: Rodrique Kafando, et al.
Published: (2023-07-01)

A Survey of Author Name Disambiguation Techniques of Academic Papers
by: WANG Xin, LU Yao, YUAN Xue, ZHAO Wanjing, CHEN Li, LIU Minjuan
Published: (2022-10-01)

Name Disambiguation Scheme Based on Heterogeneous Academic Sites
by: Dojin Choi, et al.
Published: (2023-12-01)

A Method of Word Sense Disambiguation with Restricted Boltzmann Machine
by: ZHANG Chun-xiang, et al.
Published: (2019-10-01)

The Integration of Linguistic and Geospatial Features Using Global Context Embedding for Automated Text Geocoding
by: Zheren Yan, et al.
Published: (2021-08-01)

NERWS: Towards Improving Information Retrieval of Digital Library Management System Using Named Entity Recognition and Word Sense
by: Ahmed Aliwy, et al.
Published: (2021-10-01)

A Method of Word Sense Disambiguation with Recurrent Netural Networks
by: ZHANG Chunxiang, et al.
Published: (2020-02-01)

Collective List-Only Entity Linking: A Graph-Based Approach
by: Weixin Zeng, et al.
Published: (2018-01-01)

Word Sense Disambiguation Based on RegNet With Efficient Channel Attention and Dilated Convolution
by: Chun-Xiang Zhang, et al.
Published: (2023-01-01)

Chinese Word Sense Disambiguation Based on Word translation and Part of speech
by: ZHANG Chunxiang, et al.
Published: (2020-06-01)

Semantic disambiguation in a MT system based on a bilingual dictionary
by: Krzysztof JASSEM, et al.
Published: (2014-04-01)

Named Entity Extraction for Knowledge Graphs: A Literature Overview
by: Tareq Al-Moslmi, et al.
Published: (2020-01-01)

Reversal of the Word Sense Disambiguation Task Using a Deep Learning Model
by: Algirdas Laukaitis
Published: (2024-06-01)

Word sense disambiguation of acronyms in clinical narratives
by: Daphné Chopard, et al.
Published: (2024-02-01)

SBU-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguation
by: Hossein Rouhizadeh, et al.
Published: (2022-07-01)

Metadata for Name Disambiguation and Collocation
by: Jeffrey Beall
Published: (2010-01-01)

A Knowledge-Based Sense Disambiguation Method to Semantically Enhanced NL Question for Restricted Domain
by: Ammar Arbaaeen, et al.
Published: (2021-10-01)

Unsupervised Predominant Sense Detection and Its Application to Text Classification
by: Attaporn Wangpoonsarp, et al.
Published: (2020-09-01)

Word Sense Disambiguation Using Clustered Sense Labels
by: Jeong Yeon Park, et al.
Published: (2022-02-01)

A metaheuristic with a neural surrogate function for Word Sense Disambiguation
by: Azim Keshavarzian Nodehi, et al.
Published: (2022-09-01)

WORD SENSE DISAMBIGUATION USING FUZZY SEMANTIC-BASED STRING SIMILARITY MODEL
by: Amir Abd-Rashid, Shuzlina Abdul-Rahman, Nor Nadiah Yusof, Azlinah Mohamed
Published: (2018-12-01)

Comparing children and large language models in word sense disambiguation: Insights and challenges
by: Abdellah Fourtassi, et al.
Published: (2024-08-01)

MER: a shell script and annotation server for minimal named entity recognition and linking
by: Francisco M. Couto, et al.
Published: (2018-12-01)

A Multi-match Approach to the Author Uncertainty Problem
by: Carley Stephen F., et al.
Published: (2019-06-01)

A Context-Preserving Tokenization Mismatch Resolution Method for Korean Word Sense Disambiguation Based on the Sejong Corpus and BERT
by: Hanjo Jeong
Published: (2025-03-01)

A Literature Survey on Word Sense Disambiguation for the Hindi Language
by: Vinto Gujjar, et al.
Published: (2023-09-01)

Feature selection for spectral clustering: to help or not to help spectral clustering when performing sense discrimination for IR?
by: Chifu Adrian-Gabriel, et al.
Published: (2018-12-01)

From Networks to Named Entities and Back Again: Exploring Classical Arabic 'Isnād' Networks
by: Ryan Muther, et al.
Published: (2023-03-01)

Dual-Channel Heterogeneous Graph Network for Author Name Disambiguation
by: Xin Zheng, et al.
Published: (2021-09-01)

Real-time event detection in social media streams through semantic analysis of noisy terms
by: Taiwo Kolajo, et al.
Published: (2022-07-01)

An Ontological Framework for Information Extraction From Diverse Scientific Sources
by: Gohar Zaman, et al.
Published: (2021-01-01)

CBER: An Effective Classification Approach Based on Enrichment Representation for Short Text Documents
by: Ismail Eman, et al.
Published: (2017-04-01)

Enhancing Word Embeddings for Improved Semantic Alignment
by: Julian Szymański, et al.
Published: (2024-12-01)

Entity Linking Method Based on Prompt Scoring
by: GUO Junchen, MA Yutang, XIANG Yan, ZHAO Xuedong, GUO Junjun
Published: (2025-03-01)