Mário Rodrigues, António Teixeira's Advanced Applications of Natural Language Processing for PDF

By Mário Rodrigues, António Teixeira

ISBN-10: 3319155628

ISBN-13: 9783319155623

ISBN-10: 3319155636

ISBN-13: 9783319155630

This e-book explains how could be created info extraction (IE) purposes which are in a position to faucet the large quantity of correct info on hand in usual language resources: web pages, legit files akin 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, info, and other people, and gives a huge assessment of the expertise helping IE. The authors current a ordinary structure for constructing platforms which are in a position to how you can extract appropriate details from typical language records, and illustrate find out how to enforce operating structures utilizing cutting-edge and freely to be had software program instruments. The publication additionally discusses concrete functions illustrating IE uses.

· presents an summary of cutting-edge know-how in details extraction (IE), discussing achievements and obstacles for the software program developer and supplying references for specialised literature within the area

· offers a entire checklist of freely to be had, prime quality software program for numerous subtasks of IE and for a number of normal languages

· Describes a regular structure that could how one can extract details for a given software domain

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Extra resources for Advanced Applications of Natural Language Processing for Performing Information Extraction

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In: Proceedings of 52nd annual meeting of the Association for Computational Linguistics: system demonstrations. pp 55–60 Marantz A (1997) No escape from syntax: don’t try morphological analysis in the privacy of your own lexicon. University of Pennsylvania working papers in linguistics 4, p 14 Martins AFT, Smith NA, Xing EP (2009) Concise integer linear programming formulations for dependency parsing. In: Proceedings of the joint conference of the 47th annual meeting of the ACL and the 4th international joint conference on natural language processing of the AFNLP, vol 1–vol 1.

In: Haarslev V, Möller R (eds) DL 2004— Proceedings of the 2004 international workshop on description logics, CEUR workshop proceedings. pp 212–213 Suchanek FM, Ifrim G, Weikum G (2006) Combining linguistic and statistical analysis to extract relations from web documents. In: Proceedings of the 12th ACM SIGKDD international conference on knowledge discovery and data mining. pp 712–717 Suchanek F, Kasneci G, Weikum G (2007) Yago: a core of semantic knowledge. In: Proceedings of the 16th international conference on World Wide Web (WWW’07).

Klincksieck, Paris Toutanova K, Klein D, Manning CD, Singer Y (2003) Feature-rich part-of-speech tagging with a cyclic dependency network. In: Proceedings of the 2003 conference of the North American chapter of the Association for Computational Linguistics on human language technology, vol 1. pp 173–180 Wong DF, Chao LS, Zeng X (2014) iSentenizer-μ: multilingual sentence boundary detection model. ScientificWorldJournal 2014. 1155/2014/196574 Chapter 3 Identifying Things, Relations, and Semantizing Data Abstract This chapter concludes the presentation of the generic pipelined architecture of Information Extraction (IE) systems, by presenting its domain dependent part.

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

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