APPLICATION PARALLEL PROCESSING - A CASE STUDY ON NATURAL LANGUAGE PROCESSING Nur Iman Nazirah Nasir #1, Mohamed Faidz Mohamed Said #2 # Faculty of Computer & Mathematical Sciences, Universiti Teknologi MARA 70300 Seremban, Negeri Sembilan, MALAYSIA 1 nurimannazirah95@gmail.com 2 faidzms@ieee.org Abstract—Natural Language Processing (NLP) is a way for personal computers (PCs) to separate, understand, and get essentials from human lingo in a splendid and profitable way. By utilizing NLP, planners can deal with and structure data to perform errands, for instance, customized abstract, elucidation, named component affirmation, relationship extraction, evaluation examination, talk affirmation, and subject division. NLP is depicted as a troublesome issue in programming building. Human vernacular is from time to time correct, or unmistakably talked. To fathom human vernacular is to understand the words, and in addition the thoughts and how they are associated together to make meaning. Regardless of tongue being a standout amongst the most direct things for individuals to take in, the instability of lingo is the thing that makes general vernacular taking care of a troublesome issue for PCs to expert. Keywords: NLP, Parallel Corpus, corpora, XML REFERENCES [1] F. L. Borchardt, "Neural Network Computing and Natural Language Processing.," CALICO Journal, vol. Volume 5 pp. 63-75. [2] M. Chatzigeorgiou, V. Constantoudis, F. Diakonos, K. Karamanos, C. Papadimitriou, M. Kalimeri, et al., "Multifractal correlations in natural language written texts: Effects of language family and long word statistics," Physica A: Statistical Mechanics and its Applications, vol. 469, pp. 173-182, 2017. [3] J. C. Collados, "Splitting Complex Sentences for Natural Language Processing Applications: Building a Simplified Spanish Corpus," Procedia - Social and Behavioral Sciences, vol. 95, pp. 464-472, 2013. [4] M. Amir A. Kimia, Guergana Savova, PhD, Assaf Landschaft, BSc,and Marvin B. Harper, MD, "An Introduction to Natural Language Processing How You Can Get More From Those Electronic Notes You Are Generating," Pediatric Emergency Care vol. Volume 31, pp. 537-541, July 2015 2015. [5] P. Nesi, G. Pantaleo, and G. Sanesi, "A hadoop based platform for natural language processing of web pages and documents," Journal of Visual Languages & Computing, vol. 31, pp. 130-138, 2015. [6] S. Abdul-Rauf, H. Schwenk, and M. Nawaz, "Parallel fragments : Measuring their impact on translation performance," Computer Speech & Language, vol. 43, pp. 56-69, 2017. [7] J. Bos, "Applying automated deduction to natural language understanding," Journal of Applied Logic, vol. 7, pp. 100-112, 2009. [8] O. Santana Suárez, F. J. Carreras Riudavets, Z. Hernández Figueroa, and A. C. González Cabrera, "Integration of an XML electronic dictionary with linguistic tools for natural language processing," Information Processing & Management, vol. 43, pp. 946-957, 2007. [9] E. Alba, G. Luque, and L. Araujo, "Natural language tagging with genetic algorithms," Information Processing Letters, vol. 100, pp. 173-182, 2006. [10] J. H. C. a. James I Hardwicke and J. Edwards, "Parallel access to an English dictionary," Microprocessors and Microsystems, vol. Vol 15 pp. 291-298, August 1991 1991. [11] E. A. Wolfgang Wahlster, Wolfgang Finkler,Hans-Jiirgen Profitlich and Thomas Rist, "Plan-based integration of natural language and graphics generation.," Artificial Intelligence pp. 387-427, 1993. [12] W. H. A. N. C. Eliza Kuttner, "Processing Natural Language With Schema Constraint Networks," Computers Math. Aplic vol. Vol. 24, pp. 3-10, 1992. [13] A. H. Bond, "A psycholinguistically and neurolinguistically plausible system-level model of natural-language syntax processing," Neurocomputing, vol. 65-66, pp. 833-841, 2005. [14] L. Deleger, M. Merkel, and P. Zweigenbaum, "Translating medical terminologies through word alignment in parallel text corpora," J Biomed Inform, vol. 42, pp. 692-701, Aug 2009.