000			04470nam a2200553 i 4500
001			8076699
003			IEEE
005			20220712204912.0
006			m o d
007			cr |n|||||||||
008			180125s2017 mau ob 001 eng d
020			_a9780262342445 _qelectronic bk.
020			_z9780262342452 _qelectronic bk.
020			_z0262342456 _qelectronic bk.
020			_z9780262534215
020			_z0262534215
035			_a(CaBNVSL)mat08076699
035			_a(IDAMS)0b00006485f8dd6a
040			_aCaBNVSL _beng _erda _cCaBNVSL _dCaBNVSL
050		4	_aP308 _b.P65 2017eb
082	0	4	_a418/.020285635 _223
100	1		_aPoibeau, Thierry, _eauthor. _925191
245	1	0	_aMachine translation / _cThierry Poibeau.
264		1	_aCambridge, Massachusetts : _bThe MIT Press, _c[2017]
264		2	_a[Piscataqay, New Jersey] : _bIEEE Xplore, _c[2017]
300			_a1 PDF (vi, 285 pages).
336			_atext _2rdacontent
337			_aelectronic _2isbdmedia
338			_aonline resource _2rdacarrier
490	1		_aThe MIT Press essential knowledge series
504			_aIncludes bibliographical references and index.
505	0		_aThe trouble with translation -- A quick overview of the evolution of machine translation -- Before the advent of computers -- The beginnings of machine translation : the first rule-based systems -- The ALPAC report (1966) and its consequences -- Parallel corpora and sentence alignment -- Example-based machine translation -- Statistical machine translation and word alignment -- Segment-based machine translation -- Challenges and limitations of statistical machine translation -- Deep learning machine translation -- The evaluation of machine translation systems -- The machine translation industry, between professional and mass-market applications -- Conclusion : the future of machine translation.
506			_aRestricted to subscribers or individual electronic text purchasers.
520			_a"The dream of a universal translation device goes back many decades, long before Douglas Adams's fictional Babel fish provided this service in The Hitchhiker's Guide to the Galaxy. Since the advent of computers, research has focused on the design of digital machine translation tools--computer programs capable of automatically translating a text from a source language to a target language. This has become one of the most fundamental tasks of artificial intelligence. This volume in the MIT Press Essential Knowledge series offers a concise, nontechnical overview of the development of machine translation, including the different approaches, evaluation issues, and market potential. The main approaches are presented from a largely historical perspective and in an intuitive manner, allowing the reader to understand the main principles without knowing the mathematical details. The book begins by discussing problems that must be solved during the development of a machine translation system and offering a brief overview of the evolution of the field. It then takes up the history of machine translation in more detail, describing its pre-digital beginnings, rule-based approaches, the 1966 ALPAC (Automatic Language Processing Advisory Committee) report and its consequences, the advent of parallel corpora, the example-based paradigm, the statistical paradigm, the segment-based approach, the introduction of more linguistic knowledge into the systems, and the latest approaches based on deep learning. Finally, it considers evaluation challenges and the commercial status of the field, including activities by such major players as Google and Systran."--Publisher's description.
530			_aAlso available in print.
538			_aMode of access: World Wide Web
588	0		_aPrint version record.
650		0	_aMachine translating. _915150
650		0	_aMachine translating _xHistory. _925192
650		7	_aMachine translating. _2fast _915150
655		7	_aHistory. _2fast _95289
655		4	_aElectronic books. _93294
710	2		_aIEEE Xplore (Online Service), _edistributor. _925193
710	2		_aMIT Press, _epublisher. _925194
776	0	8	_iPrint version: _aPoibeau, Thierry. _tMachine translation. _dCambridge, Massachusetts : The MIT Press, [2017] _z9780262534215 _w(DLC) 2017002546 _w(OCoLC)978286056
830		0	_aMIT Press essential knowledge series. _925195
856	4	2	_3Abstract with links to resource _uhttps://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=8076699
942			_cEBK
999			_c73516 _d73516