A Hybrid Neural-CRF Framework for Assamese Part-of-Speech Tagging
IEEE AccessNatural Language Processing (NLP) involves computational techniques for analyzing and understanding human languages. Part-of-Speech (POS) tagging, a fundamental NLP task, assigns grammatical categories to words in text.
Rituraj Phukan +4 more
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Blackboard Agents for Standard Arabic Language Tokenization and Parsing
Journal of Engineering and Sustainable Development, 2010 The Processing of the Arabic language is a difficult mission comparing it with other languages. Because Sentences in Arabic language are complex, longer than the others in various languages, and have difficult structure with lattices.
Abdul Kareem Murhij Radhi
doaj
Jurnal EECCIS (Electrics, Electronics, Communications, Controls, Informatics, Systems), 2013 Sentiment analysis atau opinion mining merupakan topik riset yang penting dan sedang marak dilakukan saat ini. Opinion mining merupakan cabang penelitian dari text mining. Fokus dari opinion mining adalah melakukan analisis opini dari suatu dokumen teks.
Imam Fahrur Rozi +2 more
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Comparion of different POS tagging technique (N-Gram, HMM and Brill's tagger) for Bangla [PDF]
Includes bibliographical references (page 6-7).There are different approaches to the problem of assigning each word of a text with a parts-of-speech tag, which is known as Part-Of-Speech (POS) tagging.
Hasan, Fahim Muhammad +2 more
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Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF [PDF]
, 2017 Yan Shao +3 more
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LIGHT-WEIGHT, SEMI CONTEXT-FREE, RULE-BASED ARABIC TEXT CLASSIFIER FOR POS TAGGING
Jordanian Journal of Computers and Information TechnologyIn this research, we address the challenges associated with part-of-speech (POS) tagging and morphological classification of Arabic text where word structure is the subject of study.. Our focus is on Classical Arabic (CA) and Modern Standard Arabic (MSA),
Bilal Alqduah +3 more
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Learning when to trust distant supervision: An application to low-resource POS tagging using cross-lingual projection [PDF]
, 2016 Meng Fang, Trevor Cohn
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USzeged: Identifying Verbal Multiword Expressions with POS Tagging and Parsing Techniques [PDF]
, 2017 Katalin Simkó +2 more
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Low-Resource POS Tagging With Deep Affix Representation and Multi-Head Attention
IEEE AccessPart-of-speech (POS) tagging is a challenging and foundational task in the field of natural language processing (NLP), which commonly leverages the learned representations of individual word and character encodings within those words. However, neither of
Alim Murat, Samat Ali
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Optimal Size-Performance Tradeoffs: Weighing PoS Tagger Models [PDF]
, 2021 Magnus Jacobsen +2 more
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