Advanced Applications of Natural Language Processing for by Mário Rodrigues, António Teixeira

By Mário Rodrigues, António Teixeira

This publication explains how may be created info extraction (IE) functions which are in a position to faucet the substantial quantity of proper details on hand in average language assets: web pages, reputable records equivalent to legislation and laws, books and newspapers, and social net. Readers are brought to the matter of IE and its present demanding situations and barriers, supported with examples. The e-book discusses the necessity to fill the space among records, facts, and other people, and gives a huge review of the know-how helping IE. The authors current a wide-spread structure for constructing platforms which are in a position to how to extract proper details from common language records, and illustrate tips to enforce operating platforms utilizing state of the art and freely on hand software program instruments. The publication additionally discusses concrete purposes illustrating IE uses.

· presents an outline of state of the art expertise in details extraction (IE), discussing achievements and boundaries for the software program developer and delivering references for specialised literature within the area

· offers a complete checklist of freely on hand, prime quality software program for numerous subtasks of IE and for numerous traditional languages

· Describes a widespread structure which can extract info for a given program domain

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LDV Forum 20:19–62 Huang C-R, Šimon P, Hsieh S-K, Prévot L (2007) Rethinking Chinese word segmentation: tokenization, character classification, or wordbreak identification. In: Proceedings of the 45th annual meeting of the ACL on interactive poster and demonstration sessions. pp 69–72 Huffman SB (1996) Learning information extraction patterns from examples. In: Wertmer S, Riloff E, Scheler G (eds) Connectionist, statistical and symbolic approaches to learning for natural language processing. Springer, Berlin, pp 246–260 Jurafsky D, Martin JH (2008) Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition, 2nd edn.

Pp 1–8 Bach N, Badaskar S (2007) A review of relation extraction. In: Literature review for language and statistics II Banko M, Etzioni O (2008) The tradeoffs between open and traditional relation extraction. In: Proceedings of ACL-08: HLT. pp 28–36 Banko M, Cafarella MJ, Soderland S, Broadhead M, Etzioni O (2007) Open information extraction for the web. In: IJCAI. pp 2670–2676 Bizer C, Lehmann J, Kobilarov G, Auer S, Becker C, Cyganiak R, Hellmann S (2009) DBpedia—a crystallization point for the web of data.

The selection presented here does not intend to represent the single best solution. It is a good solution considering the target natural language. 1 Natural Language Processing The natural language processing component, as in many systems and as described in Chap. 2, is organized in four sequential steps: sentence boundary detection, POS tagging, NER, and syntactic parsing. Before getting into details about the processing pipeline, it will be described the corpus used to prepare most of the tools for Portuguese.

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