000 | 04388nam a22005175i 4500 | ||
---|---|---|---|
001 | 978-3-031-02138-1 | ||
003 | DE-He213 | ||
005 | 20240730165205.0 | ||
007 | cr nn 008mamaa | ||
008 | 220601s2010 sz | s |||| 0|eng d | ||
020 |
_a9783031021381 _9978-3-031-02138-1 |
||
024 | 7 |
_a10.1007/978-3-031-02138-1 _2doi |
|
050 | 4 | _aQ334-342 | |
050 | 4 | _aTA347.A78 | |
072 | 7 |
_aUYQ _2bicssc |
|
072 | 7 |
_aCOM004000 _2bisacsh |
|
072 | 7 |
_aUYQ _2thema |
|
082 | 0 | 4 |
_a006.3 _223 |
100 | 1 |
_aNie, Jian-Yun. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _987790 |
|
245 | 1 | 0 |
_aCross-Language Information Retrieval _h[electronic resource] / _cby Jian-Yun Nie. |
250 | _a1st ed. 2010. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2010. |
|
300 |
_aXV, 125 p. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aSynthesis Lectures on Human Language Technologies, _x1947-4059 |
|
505 | 0 | _aPreface -- Introduction -- Using Manually Constructed Translation Systems and Resources for CLIR -- Translation Based on Parallel and Comparable Corpora -- Other Methods to Improve CLIR -- A Look into the Future: Toward a Unified View of Monolingual IR and CLIR? -- References -- Author Biography. | |
520 | _aSearch for information is no longer exclusively limited within the native language of the user, but is more and more extended to other languages. This gives rise to the problem of cross-language information retrieval (CLIR), whose goal is to find relevant information written in a different language to a query. In addition to the problems of monolingual information retrieval (IR), translation is the key problem in CLIR: one should translate either the query or the documents from a language to another. However, this translation problem is not identical to full-text machine translation (MT): the goal is not to produce a human-readable translation, but a translation suitable for finding relevant documents. Specific translation methods are thus required. The goal of this book is to provide a comprehensive description of the specific problems arising in CLIR, the solutions proposed in this area, as well as the remaining problems. The book starts with a general description of the monolingualIR and CLIR problems. Different classes of approaches to translation are then presented: approaches using an MT system, dictionary-based translation and approaches based on parallel and comparable corpora. In addition, the typical retrieval effectiveness using different approaches is compared. It will be shown that translation approaches specifically designed for CLIR can rival and outperform high-quality MT systems. Finally, the book offers a look into the future that draws a strong parallel between query expansion in monolingual IR and query translation in CLIR, suggesting that many approaches developed in monolingual IR can be adapted to CLIR. The book can be used as an introduction to CLIR. Advanced readers can also find more technical details and discussions about the remaining research challenges in the future. It is suitable to new researchers who intend to carry out research on CLIR. Table of Contents: Preface / Introduction / Using Manually Constructed Translation Systems andResources for CLIR / Translation Based on Parallel and Comparable Corpora / Other Methods to Improve CLIR / A Look into the Future: Toward a Unified View of Monolingual IR and CLIR? / References / Author Biography. | ||
650 | 0 |
_aArtificial intelligence. _93407 |
|
650 | 0 |
_aNatural language processing (Computer science). _94741 |
|
650 | 0 |
_aComputational linguistics. _96146 |
|
650 | 1 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aNatural Language Processing (NLP). _931587 |
650 | 2 | 4 |
_aComputational Linguistics. _96146 |
710 | 2 |
_aSpringerLink (Online service) _987793 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031010101 |
776 | 0 | 8 |
_iPrinted edition: _z9783031032660 |
830 | 0 |
_aSynthesis Lectures on Human Language Technologies, _x1947-4059 _987795 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-02138-1 |
912 | _aZDB-2-SXSC | ||
942 | _cEBK | ||
999 |
_c86150 _d86150 |