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PREDICTING MUSIC GENRE PREFERENCES BASED ON ONLINE COMMENTS
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In: Master's Theses (2014)
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Why Microsoft Arabic Spell checker is ineffective
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In: ISSN: 0851-6774 ; Linguistica Communicatio ; https://hal.archives-ouvertes.fr/hal-01081965 ; Linguistica Communicatio, http://www.al-erfan.com/, 2014, Arabic Language in Information Technology, 16, pp.55 ; http://www.al-erfan.com/ (2014)
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Unsupervised Knowledge-based Word Sense Disambiguation: Exploration & Evaluation of Semantic Subgraphs ...
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Abstract:
Hypothetically, if you were told: Apple uses the apple as its logo . You would immediately detect two different senses of the word apple , these being the company and the fruit respectively. Making this distinction is the formidable challenge of Word Sense Disambiguation (WSD), which is the subtask of many Natural Language Processing (NLP) applications. This thesis is a multi-branched investigation into WSD, that explores and evaluates unsupervised knowledge-based methods that exploit semantic subgraphs. The nature of research covered by this thesis can be broken down to: 1. Mining data from the encyclopedic resource Wikipedia, to visually prove the existence of context embedded in semantic subgraphs 2. Achieving disambiguation in order to merge concepts that originate from heterogeneous semantic graphs 3. Participation in international evaluations of WSD across a range of languages 4. Treating WSD as a classification task, that can be optimised through the iterative construction of semantic subgraphs The ...
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Keyword:
BabelNet; Computational Linguistics; Daebak; Iterative; Knowledge-based; Natural Language Processing; Peripheral Diversity; Semantic Web; Subgraphs; Taxonomy; Wikipedia; Word Sense Disambiguation; WordNet
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URL: https://ir.canterbury.ac.nz/handle/10092/10016 https://dx.doi.org/10.26021/1681
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Entity Information Extraction using Structured and Semi-structured resources ...
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The Role of Emotional and Facial Expression in Synthesised Sign Language Avatars
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In: Other Resources (2014)
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Perception Based Misunderstandings in Human-Computer Dialogues
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In: Articles (2014)
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The Effect of Sensor Errors in Situated Human-Computer Dialogue
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In: Conference papers (2014)
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Exploring issues in lexical acquisition using Bayesian modelling
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ALCIDE: An online platform for the Analysis of Language and Content In a Digital Environment
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Lines of succession in an English ballad tradition: the publishing history and textual descent of The Wandering Jew’s chronicle
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Unsupervised Knowledge-based Word Sense Disambiguation: Exploration & Evaluation of Semantic Subgraphs
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Word vector-space embeddings of natural language data over time
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An Interpretation of Sheldon Klein's Four Valued Analogical Transformational Operator
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Midmore, Roger. - : University of Wisconsin-Madison Department of Computer Sciences, 2014
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Identification of Informativeness in Text using Natural Language Stylometry
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In: Electronic Thesis and Dissertation Repository (2014)
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Cosine Similarity for Article Section Classification: Using Structured Abstracts as a Proxy for an Annotated Corpus
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In: Electronic Thesis and Dissertation Repository (2014)
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Egyptian Arabic Plurals in Theory and Computation
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In: Theses and Dissertations--Linguistics (2014)
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An empirical study of semantic similarity in WordNet and Word2Vec
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In: University of New Orleans Theses and Dissertations (2014)
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COMPUTATIONAL COMMUNICATION INTELLIGENCE: EXPLORING LINGUISTIC MANIFESTATION AND SOCIAL DYNAMICS IN ONLINE COMMUNICATION
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In: Doctoral Dissertations (2014)
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Computational Modeling of Learning Biases in Stress Typology
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In: Doctoral Dissertations (2014)
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