description NLP

Option 1: Write a descriptive report of an entity in your discipline.

         e.g.: NEV/Big Data/Green Energy/ Marxism/New Media/Flash Mod/

Stage 1: Classification

Natural Language Processing (NLP) is a discipline of research and application about how to utilize computers to analyze and manipulate natural occurring text or speech to mine useful information [1].

Stage 2: Description

Phase: Origin
NLP is originated from Computational Linguistics, Computer Science and Cognitive Psychology [2]. Computational Linguistics concentrates on discovering structural language. Computer Science contributes to representing structures of language data, and Cognitive Psychology addresses these data in a psychologically plausible and human-like way.

Phase: Category
NLP approaches can fall into three parts: symbolic, statistical and connectionist [2]. Symbolic approach explores linguistic phenomena from a symbolic perspective thus it demands well-understood symbolic knowledge. Statistical method mines linguistic information through mathematical tools, while connectionist approach learns representation in linguistic models which are less constrained than statistic ones.

Phase: Application
NLP is widely implemented and deployed in various daily applications. Information Retrieval is a NLP application that generates alternative representation when online query enters [3]. Machine Translation is a NLP tool to automatically translate different language [4]. Besides, dialogue systems utilize lexical language to achieve better experience between human and machine interaction [2].

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NLP