In-Memory Distributed Training of Linear-Chain Conditional Random Fields with an Application to Fine-Grained Named Entity Recognition

Lecture Notes in Computer Science - Language Technologies for the Challenges of the Digital Age ◽

10.1007/978-3-319-73706-5_13 ◽

2018 ◽

pp. 155-167

Author(s):

Robert Schwarzenberg ◽

Leonhard Hennig ◽

Holmer Hemsen

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Linear Chain ◽

Named Entity Recognition ◽

Entity Recognition ◽

Fine Grained ◽

Named Entity ◽

Distributed Training

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Fine-Grained Named Entity Recognition Using Conditional Random Fields for Question Answering

Information Retrieval Technology - Lecture Notes in Computer Science ◽

10.1007/11880592_49 ◽

2006 ◽

pp. 581-587 ◽

Author(s):

Changki Lee ◽

Yi-Gyu Hwang ◽

Hyo-Jung Oh ◽

Soojong Lim ◽

Jeong Heo ◽

...

Keyword(s):

Random Fields ◽

Question Answering ◽

Conditional Random Fields ◽

Named Entity Recognition ◽

Entity Recognition ◽

Fine Grained ◽

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Bidirectional Long Short-Term Memory (BILSTM) with Conditional Random Fields (CRF) for Knowledge Named Entity Recognition in Online Judges (OJS)

International Journal on Natural Language Computing ◽

10.5121/ijnlc.2018.7401 ◽

2018 ◽

Vol 7 (4) ◽

pp. 01-08

Author(s):

Muhammad Asif Khan ◽

Tayyab Naveed ◽

Elmaam Yagoub ◽

Guojin Zhu

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Short Term Memory ◽

Named Entity Recognition ◽

Entity Recognition ◽

Term Memory ◽

Named Entity ◽

Long Short Term Memory

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Named entity recognition based on conditional random fields

Cluster Computing ◽

10.1007/s10586-017-1146-3 ◽

2017 ◽

Vol 22 (S3) ◽

pp. 5195-5206 ◽

Author(s):

Shengli Song ◽

Nan Zhang ◽

Haitao Huang

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Named Entity Recognition ◽

Entity Recognition ◽

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Chinese Named Entity Recognition with Conditional Random Fields in the Light of Chinese Characteristics

Language Processing and Intelligent Information Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-642-38634-3_8 ◽

2013 ◽

pp. 57-68 ◽

Author(s):

Aaron L. -F. Han ◽

Derek F. Wong ◽

Lidia S. Chao

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Named Entity Recognition ◽

Entity Recognition ◽

Named Entity ◽

Chinese Characteristics

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The Optimization of Portuguese Named-Entity Recognition and Classification by Combining Local Grammars and Conditional Random Fields Trained with a Parsed Corpus

Communications in Computer and Information Science - Formalising Natural Languages: Applications to Natural Language Processing and Digital Humanities ◽

10.1007/978-3-030-70629-6_17 ◽

2021 ◽

pp. 196-205

Author(s):

Diego Alves ◽

Božo Bekavac ◽

Marko Tadić

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Named Entity Recognition ◽

Entity Recognition ◽

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Precursor-induced conditional random fields: connecting separate entities by induction for improved clinical named entity recognition

BMC Medical Informatics and Decision Making ◽

10.1186/s12911-019-0865-1 ◽

2019 ◽

Vol 19 (1) ◽

Author(s):

Wangjin Lee ◽

Jinwook Choi

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Named Entity Recognition ◽

Entity Recognition ◽

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Cybersecurity named entity recognition using bidirectional long short-term memory with conditional random fields

Tsinghua Science & Technology ◽

10.26599/tst.2019.9010033 ◽

2021 ◽

Vol 26 (3) ◽

pp. 259-265

Author(s):

Pingchuan Ma ◽

Bo Jiang ◽

Zhigang Lu ◽

Ning Li ◽

Zhengwei Jiang

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Short Term Memory ◽

Named Entity Recognition ◽

Entity Recognition ◽

Term Memory ◽

Named Entity ◽

Long Short Term Memory

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Conditional Random Fields for Spanish Named Entity Recognition Using Unsupervised Features

Lecture Notes in Computer Science - Advances in Artificial Intelligence - IBERAMIA 2016 ◽

10.1007/978-3-319-47955-2_15 ◽

2016 ◽

pp. 175-186

Author(s):

Jenny Copara ◽

Jose Ochoa ◽

Camilo Thorne ◽

Goran Glavaš

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Named Entity Recognition ◽

Entity Recognition ◽

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A Malay named entity recognition using conditional random fields

2017 5th International Conference on Information and Communication Technology (ICoIC7) ◽

10.1109/icoict.2017.8074647 ◽

2017 ◽

Author(s):

Muhammad Sharilazlan Salleh ◽

Siti Azirah Asmai ◽

Halizah Basiron ◽

Sabrina Ahmad

Keyword(s):

Random Fields ◽

Conditional Random Fields ◽

Named Entity Recognition ◽

Entity Recognition ◽

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Early Results for Chinese Named Entity Recognition Using Conditional Random Fields Model, HMM and Maximum Entropy

2005 International Conference on Natural Language Processing and Knowledge Engineering ◽

10.1109/nlpke.2005.1598798 ◽

2006 ◽

Author(s):

Yuanyong Feng ◽

Le Sun ◽

Julin Zhang

Keyword(s):

Maximum Entropy ◽

Random Fields ◽

Conditional Random Fields ◽

Named Entity Recognition ◽

Entity Recognition ◽

Named Entity ◽

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