Approaching Language Transfer through Text Classification : : Explorations in the Detection-based Approach / / ed. by Scott Jarvis, Scott A. Crossley.
Recent work has pointed to the need for a detection-based approach to transfer capable of discovering elusive crosslinguistic effects through the use of human judges and computer classifiers that can learn to predict learners’ language backgrounds based on their patterns of language use. This book a...
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Superior document: | Title is part of eBook package: De Gruyter MultiLingual Matters Backlist eBook-Package 2000-2013 |
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Place / Publishing House: | Bristol ;, Blue Ridge Summit : : Multilingual Matters, , [2012] ©2012 |
Year of Publication: | 2012 |
Language: | English |
Series: | Second Language Acquisition
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Physical Description: | 1 online resource (208 p.) |
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Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach / ed. by Scott Jarvis, Scott A. Crossley. Bristol ; Blue Ridge Summit : Multilingual Matters, [2012] ©2012 1 online resource (208 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Second Language Acquisition Frontmatter -- Contents -- Contributors -- 1. The Detection-Based Approach: An Overview -- 2. Detecting L2 Writers’ L1s on the Basis of Their Lexical Styles -- 3. Exploring the Role of n-Grams in L1 Identification -- 4. Detecting the First Language of Second Language Writers Using Automated Indices of Cohesion, Lexical Sophistication, Syntactic Complexity and Conceptual Knowledge -- 5. Error Patterns and Automatic L1 Identification -- 6. The Comparative and Combined Contributions of n-Grams, Coh-Metrix Indices and Error Types in the L1 Classification of Learner Texts -- 7. Detection-Based Approaches: Methods, Theories and Applications restricted access http://purl.org/coar/access_right/c_16ec online access with authorization star Recent work has pointed to the need for a detection-based approach to transfer capable of discovering elusive crosslinguistic effects through the use of human judges and computer classifiers that can learn to predict learners’ language backgrounds based on their patterns of language use. This book addresses that need. It details the nature of the detection-based approach, discusses how this approach fits into the overall scope of transfer research, and discusses the few previous studies that have laid the groundwork for this approach. The core of the book consists of five empirical studies that use computer classifiers to detect the native-language affiliations of texts written by foreign language learners of English. The results highlight combinations of language features that are the most reliable predictors of learners’ language backgrounds. Mode of access: Internet via World Wide Web. In English. Description based on online resource; title from PDF title page (publisher's Web site, viewed 01. Dez 2022) English language Rhetoric Study and teaching. Language transfer (Language learning) Language transfer (Language learning). LANGUAGE ARTS & DISCIPLINES / Linguistics / Psycholinguistics. bisacsh computer classifiers to detect language background. crosslinguistic influence in SLA. crosslinguistic influence. detection-based approach. learners’ native-language backgrounds. transfer in SLA. transfer in language learning. Bestgen, Yves, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Castañeda-Jiménez, Gabriela, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Crossley, Scott A., contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Crossley, Scott A., editor. edt http://id.loc.gov/vocabulary/relators/edt Granger, Sylviane, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Jarvis, Scott, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Jarvis, Scott, editor. edt http://id.loc.gov/vocabulary/relators/edt McNamara, Danielle S., contributor. ctb https://id.loc.gov/vocabulary/relators/ctb McNamara, Danielle, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Nielsen, Rasmus, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Paquot, Magali, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Thewissen, Jennifer, contributor. ctb https://id.loc.gov/vocabulary/relators/ctb Title is part of eBook package: De Gruyter MultiLingual Matters Backlist eBook-Package 2000-2013 9783111024738 Title is part of eBook package: De Gruyter MultiLingual Matters Backlist eBook-Package 2000-2015 9783110663136 Title is part of eBook package: De Gruyter MultiLingual Matters eBook Package Backlist 2000-2014 9783110606713 print 9781847696984 https://doi.org/10.21832/9781847696991 https://www.degruyter.com/isbn/9781847696991 Cover https://www.degruyter.com/document/cover/isbn/9781847696991/original |
language |
English |
format |
eBook |
author2 |
Bestgen, Yves, Bestgen, Yves, Castañeda-Jiménez, Gabriela, Castañeda-Jiménez, Gabriela, Crossley, Scott A., Crossley, Scott A., Crossley, Scott A., Crossley, Scott A., Granger, Sylviane, Granger, Sylviane, Jarvis, Scott, Jarvis, Scott, Jarvis, Scott, Jarvis, Scott, McNamara, Danielle S., McNamara, Danielle S., McNamara, Danielle, McNamara, Danielle, Nielsen, Rasmus, Nielsen, Rasmus, Paquot, Magali, Paquot, Magali, Thewissen, Jennifer, Thewissen, Jennifer, |
author_facet |
Bestgen, Yves, Bestgen, Yves, Castañeda-Jiménez, Gabriela, Castañeda-Jiménez, Gabriela, Crossley, Scott A., Crossley, Scott A., Crossley, Scott A., Crossley, Scott A., Granger, Sylviane, Granger, Sylviane, Jarvis, Scott, Jarvis, Scott, Jarvis, Scott, Jarvis, Scott, McNamara, Danielle S., McNamara, Danielle S., McNamara, Danielle, McNamara, Danielle, Nielsen, Rasmus, Nielsen, Rasmus, Paquot, Magali, Paquot, Magali, Thewissen, Jennifer, Thewissen, Jennifer, |
author2_variant |
y b yb y b yb g c j gcj g c j gcj s a c sa sac s a c sa sac s a c sa sac s a c sa sac s g sg s g sg s j sj s j sj s j sj s j sj d s m ds dsm d s m ds dsm d m dm d m dm r n rn r n rn m p mp m p mp j t jt j t jt |
author2_role |
MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR HerausgeberIn HerausgeberIn MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR HerausgeberIn HerausgeberIn MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR MitwirkendeR |
author_sort |
Bestgen, Yves, |
title |
Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach / |
spellingShingle |
Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach / Second Language Acquisition Frontmatter -- Contents -- Contributors -- 1. The Detection-Based Approach: An Overview -- 2. Detecting L2 Writers’ L1s on the Basis of Their Lexical Styles -- 3. Exploring the Role of n-Grams in L1 Identification -- 4. Detecting the First Language of Second Language Writers Using Automated Indices of Cohesion, Lexical Sophistication, Syntactic Complexity and Conceptual Knowledge -- 5. Error Patterns and Automatic L1 Identification -- 6. The Comparative and Combined Contributions of n-Grams, Coh-Metrix Indices and Error Types in the L1 Classification of Learner Texts -- 7. Detection-Based Approaches: Methods, Theories and Applications |
title_sub |
Explorations in the Detection-based Approach / |
title_full |
Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach / ed. by Scott Jarvis, Scott A. Crossley. |
title_fullStr |
Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach / ed. by Scott Jarvis, Scott A. Crossley. |
title_full_unstemmed |
Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach / ed. by Scott Jarvis, Scott A. Crossley. |
title_auth |
Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach / |
title_alt |
Frontmatter -- Contents -- Contributors -- 1. The Detection-Based Approach: An Overview -- 2. Detecting L2 Writers’ L1s on the Basis of Their Lexical Styles -- 3. Exploring the Role of n-Grams in L1 Identification -- 4. Detecting the First Language of Second Language Writers Using Automated Indices of Cohesion, Lexical Sophistication, Syntactic Complexity and Conceptual Knowledge -- 5. Error Patterns and Automatic L1 Identification -- 6. The Comparative and Combined Contributions of n-Grams, Coh-Metrix Indices and Error Types in the L1 Classification of Learner Texts -- 7. Detection-Based Approaches: Methods, Theories and Applications |
title_new |
Approaching Language Transfer through Text Classification : |
title_sort |
approaching language transfer through text classification : explorations in the detection-based approach / |
series |
Second Language Acquisition |
series2 |
Second Language Acquisition |
publisher |
Multilingual Matters, |
publishDate |
2012 |
physical |
1 online resource (208 p.) |
contents |
Frontmatter -- Contents -- Contributors -- 1. The Detection-Based Approach: An Overview -- 2. Detecting L2 Writers’ L1s on the Basis of Their Lexical Styles -- 3. Exploring the Role of n-Grams in L1 Identification -- 4. Detecting the First Language of Second Language Writers Using Automated Indices of Cohesion, Lexical Sophistication, Syntactic Complexity and Conceptual Knowledge -- 5. Error Patterns and Automatic L1 Identification -- 6. The Comparative and Combined Contributions of n-Grams, Coh-Metrix Indices and Error Types in the L1 Classification of Learner Texts -- 7. Detection-Based Approaches: Methods, Theories and Applications |
isbn |
9781847696991 9783111024738 9783110663136 9783110606713 9781847696984 |
callnumber-first |
P - Language and Literature |
callnumber-subject |
P - Philology and Linguistics |
callnumber-label |
P130 |
callnumber-sort |
P 3130.5 A66 42012 |
url |
https://doi.org/10.21832/9781847696991 https://www.degruyter.com/isbn/9781847696991 https://www.degruyter.com/document/cover/isbn/9781847696991/original |
illustrated |
Not Illustrated |
dewey-hundreds |
400 - Language |
dewey-tens |
400 - Language |
dewey-ones |
401 - Philosophy & theory |
dewey-full |
401/.93 |
dewey-sort |
3401 293 |
dewey-raw |
401/.93 |
dewey-search |
401/.93 |
doi_str_mv |
10.21832/9781847696991 |
oclc_num |
1043622844 |
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Title is part of eBook package: De Gruyter MultiLingual Matters Backlist eBook-Package 2000-2013 Title is part of eBook package: De Gruyter MultiLingual Matters Backlist eBook-Package 2000-2015 Title is part of eBook package: De Gruyter MultiLingual Matters eBook Package Backlist 2000-2014 |
is_hierarchy_title |
Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach / |
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