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Extraction of named entity mentions in unstructured text into pre-defined categories
Named-entity recognition (NER) (also known as (named) entity identification, entity chunking, and entity extraction) is a subtask of information extraction
Named-entity_recognition
Concept in natural language processing
processing, entity linking, also referred to as named-entity disambiguation (NED), named-entity recognition and disambiguation (NERD), named-entity normalization
Entity_linking
Object in natural language processing
named entities in text is Named Entity Recognition while the task of determining the identity of the named entities mentioned in text is called Named Entity
Named_entity
One or more words used to refer to something
named entities in text is Named Entity Recognition while the task of determining the identity of the named entities mentioned in text is called Named Entity
Name
Topics referred to by the same term
events from videos or sensors Gesture recognition, the interpretation of human gestures Named entity recognition, the classification of elements in text
Recognition
Reinforcement learning method
like part-of-speech tagging, parsing, named entity recognition (NER), machine translation (MT), speech recognition (SR), and dialogue systems. Error-driven
Error-driven_learning
Something that exists in some identified universe of discourse
Ontology is the study of concepts of existence, and of recognition of entities. The words ontic and entity are derived respectively from the ancient Greek and
Entity
Processing of natural language by a computer
representations from data? Named entity recognition (NER) Given a stream of text, determine which items in the text map to proper names, such as people or places
Natural_language_processing
Search engine processing step
Entity recognition is the process of locating and classifying entities within a text string. Named-entity recognition specifically focuses on named entities
Query_understanding
Engineering applied to artificial intelligence
virtual assistants and chatbots to more specialized tasks like named-entity recognition (NER) and Part of speech (POS) tagging. Developing systems capable
Artificial intelligence engineering
Artificial_intelligence_engineering
Software library for natural language processing
part-of-speech tagging, dependency parsing, text categorization and named entity recognition (NER). Prebuilt statistical neural network models to perform these
SpaCy
Indo-Aryan language
is a dataset for named-entity recognition consisting of 25,000 manually tagged sentences categorised according to the eight entity classes. There are
Marathi_language
Study of proper names
in data mining, with applications such as named-entity recognition, or recognition of the origin of names. It is a popular approach in historical research
Onomastics
Class of statistical modeling methods
tagging, shallow parsing, named entity recognition, gene finding, peptide critical functional region finding, and object recognition and image segmentation
Conditional_random_field
Biomedical text analysis to extract relevant information and knowledge
have incorporated identification of biological entities with named entity recognition, or NER. Names and identifiers for biomolecules such as proteins
Biomedical_text_mining
Tagging format
in a chunking task in computational linguistics, especially in named-entity recognition (NER). IOB stands for "inside, outside, beginning". It was proposed
Inside–outside–beginning (tagging)
Inside–outside–beginning_(tagging)
Vector quantization algorithm minimizing the sum of squared deviations
semi-supervised learning in NLP (specifically for named-entity recognition) and in computer vision. On an object recognition task, it was found to exhibit comparable
K-means_clustering
Type of data model
example provided in the UIMA tutorial is a program that performs named-entity recognition (NER) on a document, annotating the text segment "President Bush"
Entity–attribute–value_model
SaaS platform owned by Nebius Group
Toloka facilitates optical character recognition and classification, sentiment analysis, named-entity recognition, and search relevance evaluation. It
Toloka
Machine reading of unstructured documents
triplets, (entity 1, relation, entity 2), e.g. (Barack Obama, Spouse, Michelle Obama) Named entity recognition: recognition of known entity names (for people
Information_extraction
2025-09-24. "Pimloc enhances secure redact platform with AI-powered named entity recognition for audio redaction". Police1. 2025-04-01. Retrieved 2025-09-24
Pimloc
Creation of knowledge from structured and unstructured sources
analyze free text via named-entity recognition and then disambiguates candidates via name resolution and links the found entities to the DBpedia knowledge
Knowledge_extraction
Statistical measure of a test's accuracy
natural language processing literature, such as in the evaluation of named entity recognition and word segmentation. The F1 score is the Dice coefficient of
F-score
Cybercrime related online discussion communities
processing (NLP). Named entity recognition. Named entity recognition (NER) models are commonly used to identify security-relevant entities in forum posts
Underground_forum
Alphabet of the Arabic language
SEC.5.122984. Shaalan, Khaled; Raza, Hafsa (August 2009). "NERA: Named entity recognition for Arabic". Journal of the American Society for Information Science
Arabic_alphabet
Computer scientist
language processing. She is well known for her work on joined named entity recognition and relation extraction, as well as for her work on cross-document
Heng_Ji
Algorithm for modelling sequential data
time series prediction document summarization document generation named entity recognition (NER) writing computer code based on requirements expressed in
Transformer_(deep_learning)
Indo-Aryan language
1–2. p. 36. Malik, Muhammad Kamran, and Syed Mansoor Sarwar. "Named entity recognition system for postpositional languages: urdu as a case study." International
Urdu
Computerized translation between natural languages
Anthony (2003). Improving Machine Translation Quality with Automatic Named Entity Recognition (PDF). Paper presented at the 7th International EAMT Workshop on
Machine_translation
Topics referred to by the same term
Orbán or with the national-conservative Fidesz party in Hungary Named-entity recognition, a subtask of information extraction in computational linguistics
NER
Method in natural language processing
tagging, semantic relation identification, semantic relatedness, named entity recognition and sentiment analysis. As of the late 2010s, contextually-meaningful
Word_embedding
Overview of and topical guide to natural language processing
extraction of semantic information from text. This covers tasks such as named-entity recognition, coreference resolution, relationship extraction, etc. Ontology
Outline of natural language processing
Outline_of_natural_language_processing
Application software
pretrained deep learning models to analyze unstructured text, including named entity recognition and keyword extraction. Text mining and Text network analysis:
NetMiner
Process of analysing text to extract information from it
analysis. Named entity recognition is the use of gazetteers or statistical techniques to identify named text features: people, organizations, place names, stock
Text_mining
diplomatic recognition from the international community as sovereign states, but have not been universally recognised as such. These entities often have
List of states with limited recognition
List_of_states_with_limited_recognition
Process of analyzing large data sets
Electronic discovery Information extraction Information integration Named-entity recognition Profiling (information science) Psychometrics Social media mining
Data_mining
Field of linguistics
document clustering for information retrieval; data mining and named-entity recognition; creating semantic maps of different subject domains; paraphrasing;
Distributional_semantics
Branch of machine learning
understanding, machine translation, contextual entity linking, writing style recognition, named-entity recognition (token classification), text classification
Deep_learning
Text processing programming library
DeepSentenceDetector, POS tagger, ViveknSentimentDetector, sentiment analysis, named entity recognition, conditional random field annotator, deep learning annotator, spell
Spark_NLP
Natural language processing system
identifying types of clinical named entities — drugs, diseases/disorders, signs/symptoms, anatomical sites and procedures. Each named entity has attributes for the
Apache_cTAKES
Process in geographic information systems
Toponym recognition can be considered as a special case of named-entity recognition where the objective is to merely derive location entities. However
Toponym_resolution
Technology and software to provide legal services
Moreno-Schneider, Julian (May 2020). "A Dataset of German Legal Documents for Named Entity Recognition". Proceedings of the Twelfth Language Resources and Evaluation
Legal_technology
presence of a determiner, which is not used for proper nouns. Named entity recognition can be used to identify proper nouns, which must be capitalized
Truecasing
Software suite for natural language processing
Part-of-speech tagger Tree model and Text chunker for capturing Named-entity recognition Free and open-source software portal Gensim SpaCy "Project site
Natural_Language_Toolkit
Indian enterprise conversational AI platform
that understands context. Haptik has open sourced its proprietary Named Entity Recognition system that powers the chatbots behind Haptik app at the Chatbot
Haptik
Computational analysis of large, complex sets of biological data
recognition – identify the long-form and abbreviation of biological terms Named-entity recognition – recognizing biological terms such as gene names Protein–protein
Bioinformatics
Online semantic web database project
performs named entity extraction, including entity detection and name resolution (in other words, disambiguation). It can also be used for named entity recognition
DBpedia
Task of finding records in a data set that refer to same entity across different sources
deduplication Delta encoding Entity linking Entity-attribute-value model Identity resolution Linked data Named-entity recognition Open data Schema matching
Record_linkage
Supervised machine learning techniques
several guises, such as part-of-speech tagging (POS tagging) and named entity recognition. In POS tagging, for example, each word in a sequence must be 'tagged'
Structured_prediction
Israeli software company
February 7, 2008 Reuters announced the launch of Open Calais, a named-entity recognition and semantic analysis service that uses ClearForest technology
ClearForest
only counts and citation graphs, but also semantic clustering, named entity recognition, and predictive modeling, as described in peer-reviewed studies
Intellectual property analytics
Intellectual_property_analytics
Method of organizing knowledge
Global Named-entity recognition – Extraction of named entity mentions in unstructured text into pre-defined categories Nomenclature – System of names or terms
Controlled_vocabulary
following Israel's recognition of Somaliland. Foreign relations of Somaliland Israel–Somaliland relations Micronations are trivial entities that claim statehood
International recognition of Somaliland
International_recognition_of_Somaliland
Programming language that uses first order logic
matching rules over the parse trees and other annotations (such as named entity recognition results), and a technology that could execute these rules very
Prolog
Semi-supervised training algorithm
1999. The original application for the algorithm was the task of named-entity recognition using very weak learners, but it can be used for performing semi-supervised
CoBoosting
Type of artificial neural network
Szolovits, Peter (2017-05-15). "NeuroNER: an easy-to-use program for named-entity recognition based on neural networks". arXiv:1705.05487 [cs.CL]. [1] Implementation
Bidirectional recurrent neural networks
Bidirectional_recurrent_neural_networks
Ugandan computer scientist and academic administrator
opportunities and challenges in Uganda Towards domain independent named entity recognition Baryamureeba, Venansius; Steihaug, Trond; Zhang, Yin (April 1999)
Venansius_Baryamureeba
Collection and analysis of business and market information from multiple sources
architecture has allowed the creation of multiple platforms for named-entity recognition such as the Apache Projects OpenNLP and Apache Stanbol. The former
Competitive_intelligence
mawdoo3.com). Adverised features included Automatic diacritization, named entity recognition, coreference resolution, sentiment analysis and Arabic text to
Mawdoo3
UK academic institution
extraction, including named-entity recognition, and extractions of complex relationships (or events) that hold between named entities, along with parallel
National Centre for Text Mining
National_Centre_for_Text_Mining
Process in natural language processing
automatic text summarization, text data mining, and speech recognition. Named entity recognition Lexical semantics Semantic parsing Syntax tree Jurafsky
Semantic_role_labeling
French mathematician (born 1980)
several automatic analysis systems (transcription, segmentation, named entity recognition) of audio documents in French. Becoming the information system
Laura_Chaubard
minimal recursion semantics, multiword expressions, polysemy, named-entity recognition and feature structure grammars. Ann Copestake publications indexed
Ann_Copestake
between nodes. Entity resolution, where one can make use of co-authorship relationships to identify authors of papers. Named entity recognition, where some
Collective_classification
providing a simple approach for name resolution using DBpedia and Wikipedia NetOwl Identity resolution Named entity recognition Naming collision Anaphor resolution
Name resolution (semantics and text extraction)
Name_resolution_(semantics_and_text_extraction)
Analysis of a sentence which first identifies constituent parts of sentences
Engineering GATE includes a chunker. NLTK chunking Illinois Shallow Parser Shallow Parser Demo Parser Semantic role labeling Named-entity recognition v t e
Shallow_parsing
Services). Computational linguistics Natural language processing Named entity recognition "Business Objects completes Inxight acquisition". Computer Weekly
Inxight
Set of learning techniques in machine learning
also improves performance in the domain of NLP, specifically for named-entity recognition; there, it competes with Brown clustering, as well as with distributed
Feature_learning
Distinct territorial body or political entity
"diplomatic recognition". These countries often have disputed territories and have only partial recognition. A number of entities without recognition are also
Country
filtering – Information extraction – Named-entity extraction – Coreference resolution – Named-entity recognition – Relationship extraction – Terminology
Outline of artificial intelligence
Outline_of_artificial_intelligence
Software feature
utilizing a named entity detection algorithm to establish connections between pages containing similar entities. Entity linking Named entity recognition tf–idf
Automatic_hyperlinking
Text that denote time
expressions were considered a type of named entities and their identification was part of the named entity recognition task. Since the Automatic Content Extraction
Temporal_expressions
Chinese facial recognition company
deal with the Royal Malaysia Police for facial recognition software. In 2019, the Chinese government named Yitu one of its "national champions" in artificial
Yitu_Technology
Overview of and topical guide to machine learning
processing Named Entity Recognition Automatic summarization Automatic taxonomy construction Dialog system Grammar checker Language recognition Handwriting
Outline_of_machine_learning
Topics referred to by the same term
GPE may refer to: Geopolitical entity, in named-entity recognition GPE Palmtop Environment, a user interface Google Play edition, a mobile device series
GPE
September 2012, Palestine decided to pursue an upgrade in status from "observer entity" to "non-member observer state". On 27 November of the same year, it was
International recognition of Palestine
International_recognition_of_Palestine
Topics referred to by the same term
language processing Document classification Part-of-speech tagging Named entity recognition Latent semantic indexing Automated indexing Automated music categorization
Automated_tagging
Sourcing services or funds from a group
creating automatic systems in natural language processing (e.g. named entity recognition, entity linking). Organizations often leverage crowdsourcing to gather
Crowdsourcing
Defunct news aggregation app
aggregated from over 100,000 sources around the web. After performing named-entity recognition, classification, and cluster analysis, News360 uses a complex formula
News360
Technology company
and unstructured data sets. Their entity-centric technology is able to link data sets using named-entity recognition and linking (NER/NEL) to identify
Quantifind
Interface for spoken human interaction with computers
natural language processing tasks like coreference resolution, named-entity recognition, information retrieval, and dialog management. Most voice assistants
Voice_user_interface
part of a workflow. ChemAxon can be used alongside I2E to allow named entity recognition of chemicals within unstructured data. Data sources include MEDLINE
Linguamatics
Method or disciplinary lens for treating linked data
immanent relevance for natural language processing tasks, such as named entity recognition or anaphora resolution. LLOD is defined in relation to Linked Open
Linguistic_Linked_Open_Data
Publishing on the Semantic Web
(2007) Semantic enrichment of journal articles using chemical named entity recognition. Proceedings of the ACL 2007 Demo and Poster Sessions, pages 45–48
Semantic_publishing
Zara; Jaffry, Syed Waqar; Malik, Muhammad Kamran (2021-02-11). "Named Entity Recognition and Relation Extraction: State-of-the-Art". ACM Computing Surveys
Relationship_extraction
Study of reaction between humans and robots
natural-language processing tasks including part-of-speech tagging, chunking, named-entity recognition, and semantic role labeling. Motion planning in dynamic environments
Human–robot_interaction
Chinese technology company
firm named chairman at Chinese carmaker Lifan". South China Morning Post. 2024-11-12. Retrieved 2025-08-20. "Addition of Certain Entities to the Entity List"
Megvii
representative offices, and membership in international organizations as a non-state entity. According to a Lowy Institute tally in January 2025, about 74 percent (142)
International recognition of Taiwan
International_recognition_of_Taiwan
American knowledge discovery software company
Collaborative intelligence Text Retrieval Conference Recommender engine Named-entity recognition Salesforce Official website Diffeo on Github.com "Never Search
Diffeo,_Inc.
Semiring defined over probabilities
Viterbi algorithm is used for tasks like part-of-speech tagging, named entity recognition, and probabilistic parsing. For instance, in a probabilistic context-free
Viterbi_semiring
New Zealand politician
companies on a variety of problems including document classification, named-entity recognition, sequence alignment, SNV calling from NGS data, and various problems
John_G._Cleary
been successfully used to improve parsing, domain adaptation, and named entity recognition. Jurafsky and Martin give the example of a flight reservation system
Brown_clustering
State having the highest authority over a territory
a new entity, but other states do not. Hersch Lauterpacht, one of the theory's main proponents, suggested that a state must grant recognition as a possible
Sovereign_state
Spanish Catalan linguist
Simón, María José (2002). "A proposal for Wide-Coverage Spanish Named Entity Recognition". Articles publicats en revistes (Filologia Catalana i Lingüística
Maria_Antònia_Martí
List of concepts in artificial intelligence
applied occurrences. named-entity recognition (NER) A subtask of information extraction that seeks to locate and classify named entity mentions in unstructured
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
enlargement of the European Union. The following five entities in Europe have partial diplomatic recognition by one or more UN member states (and therefore are
List of sovereign states and dependent territories in Europe
List_of_sovereign_states_and_dependent_territories_in_Europe
the genocide include recognition, denial, or deferral to the ultimate result of the pending case. Acts of genocide recognition in particular include
Gaza_genocide_recognition
Chinese software company
CloudWalk Technology Co. Ltd. is a Chinese developer of facial recognition software. The company has been sanctioned by the United States government for
CloudWalk_Technology
Search feature in Microsoft software
filled in. Internet Explorer 8 Accelerators Information extraction Named entity recognition Mueller, John Paul (2006). Mastering Web Development with Microsoft
Smart_tag_(Microsoft)
Field dedicated to organizing and structuring biomedical data
assertions to structured information makes use of techniques like named entity recognition and parsing of dependencies. Text-mining of biomedical concepts
Biocuration
NAMED ENTITY-RECOGNITION
NAMED ENTITY-RECOGNITION
Girl/Female
Hindu
Little gift, End less
Female
English
English name derived from the vocabulary word, UNITY means "oneness, unity."
Female
Welsh
Variant spelling of Welsh Enid, ENIT means "soul."
Girl/Female
Bengali, Hindu, Indian, Kannada, Sindhi, Telugu
Dance
Girl/Female
English
Name ending used as an independent name.
Girl/Female
Native American
Star dancer.
Female
Native American
Native American Cheyenne name NAMID means "star dancer."
Girl/Female
Arthurian Legend
Faithful or abused wife.
Boy/Male
Indian
Praising (God), Loving (God), Friend, Praiser, All-laudable
Girl/Female
Arabic
Entity; Strong Existence
Girl/Female
Irish English
Together.
Boy/Male
Arabic, Muslim
Justice; Reward
Boy/Male
Arabic, Hindu, Indian, Muslim, Parsi
Reward; Justice
Boy/Male
Muslim
Happy person
Boy/Male
Arabic, Kurdish
Hopeful; Polite Person; Great Tree; King of World
Girl/Female
Hindu
Apsara, Dance
Boy/Male
Indian
Happy person
Boy/Male
Muslim
Praising (God), Loving (God), Friend, Praiser, All-laudable
Girl/Female
American, British, English, Hebrew, Latin, Swedish
Name Ending; Name Ending Used as an Independent Name; Grace; Beyond-price; Invaluable; House Owner
Boy/Male
Afghan, African, Arabic, Australian, French, Indian, Iranian, Muslim, Parsi
One who Praises; Thankful; A Praiser
NAMED ENTITY-RECOGNITION
NAMED ENTITY-RECOGNITION
Girl/Female
Biblical
Engraver, scribe, lawyer.
Boy/Male
African, Arabic, Bengali, Gujarati, Hindu, Indian, Indonesian, Iranian, Kannada, Marathi, Muslim, Oriya, Parsi, Swahili, Tamil
Name of a Raga; Faithful; Respect; Faith; Believer of Faith
Girl/Female
Muslim American Greek Scottish Persian Anglo Saxon English Hebrew Latin
Old Arabic name.
Boy/Male
English American
From East town. Surname.
Boy/Male
Finnish, Hindu, Indian, Sanskrit, Swedish
Lord; Ruler; Defender
Girl/Female
Bengali, Hindu, Indian, Kannada, Kashmiri, Malayalam, Marathi, Telugu, Traditional
Parvati
Male
Norse
Contracted form of Old Norse Folkvarðr, FOLKVAR means "guardian of the people."
Girl/Female
Latin Hebrew German
Graced with God's bounty.
Boy/Male
French, German, Hebrew, Spanish
Supplanter; Form of Jacob
Boy/Male
Australian, Danish, French, German, Italian, Latin, Shakespearean
Free-born Child; Noble; Masculine of Camille
NAMED ENTITY-RECOGNITION
NAMED ENTITY-RECOGNITION
NAMED ENTITY-RECOGNITION
NAMED ENTITY-RECOGNITION
NAMED ENTITY-RECOGNITION
imp. & p. p.
of Name
n.
Those of a certain name; a race; a family.
n.
One who names, or calls by name.
n.
The state of being entire; completeness; as, entirely of interest.
n.
The act of entering or passing into or upon; entrance; ingress; hence, beginnings or first attempts; as, the entry of a person into a house or city; the entry of a river into the sea; the entry of air into the blood; an entry upon an undertaking.
pl.
of Entity
n.
To designate by name or specifically for any purpose; to nominate; to specify; to appoint; as, to name a day for the wedding.
n.
See Entirety.
n.
Rarily; rareness; thinness, as of a fluid; as, the tenuity of the air; the tenuity of the blood.
n.
An equitable claim; an equity of redemption; as, an equity to a settlement, or wife's equity, etc.
a.
Having no clothes on; uncovered; nude; bare; as, a naked body; a naked limb; a naked sword.
n.
To give a distinctive name or appellation to; to entitle; to denominate; to style; to call.
n.
The quality or state of being tenuous; thinness, applied to a broad substance; slenderness, applied to anything that is long; as, the tenuity of a leaf; the tenuity of a hair.
a.
Mentioned or named before; aforesaid.
v. t.
To give a title to; to affix to as a name or appellation; hence, also, to dignify by an honorary designation; to denominate; to call; as, to entitle a book "Commentaries;" to entitle a man "Honorable."
n.
Concord; harmony; conjunction; agreement; uniformity; as, a unity of proofs; unity of doctrine.
a.
Complete in all parts; undivided; undiminished; whole; full and perfect; not deficient; as, the entire control of a business; entire confidence, ignorance.
n.
To mention by name; to utter or publish the name of; to refer to by distinctive title; to mention.
n.
That which is entire; the whole.
a.
Naked as when born.