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1
Extending text-linguistic studies of register variation to a continuous situational space: case studies from the web and natural conversation
In: Corpus-based approaches to register variation (2021), S. 19-49
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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2
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers ...
Abstract: We explore cross-lingual transfer of register classification for web documents. Registers, that is, text varieties such as blogs or news are one of the primary predictors of linguistic variation and thus affect the automatic processing of language. We introduce two new register annotated corpora, FreCORE and SweCORE, for French and Swedish. We demonstrate that deep pre-trained language models perform strongly in these languages and outperform previous state-of-the-art in English and Finnish. Specifically, we show 1) that zero-shot cross-lingual transfer from the large English CORE corpus can match or surpass previously published monolingual models, and 2) that lightweight monolingual classification requiring very little training data can reach or surpass our zero-shot performance. We further analyse classification results finding that certain registers continue to pose challenges in particular for cross-lingual transfer. ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2102.07396
https://arxiv.org/abs/2102.07396
BASE
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3
Jump-Starting Item Parameters for Adaptive Language Tests ...
BASE
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4
Chatbots language design: the influence of language variation on user experience ...
BASE
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5
Identifying and describing functional discourse units in the BNC Spoken 2014
BASE
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6
Incorporating text dispersion into keyword analyses
In: Corpora. - Edinburgh : Univ. Press 14 (2019) 1, 77-104
BLLDB
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7
Examining vocabulary acquisition through word associations:triangulating the psycholinguistic and corpus-based approaches
Gablasova, Dana. - : Routledge, 2019
BASE
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8
Working at the interface of hydrology and corpus linguistics:using corpora to identify unrecorded droughts in nineteenth-century Britain
BASE
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9
Corpus Linguistics and Event-Related Potentials
Hughes, Jennifer; Hardie, Andrew. - : Routledge, 2019
BASE
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10
Register variation online
Egbert, Jesse; Biber, Douglas. - Singapore : Cambridge University Press, 2018
BLLDB
UB Frankfurt Linguistik
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11
Lexis and grammar as complementary discourse systems for expressing stance and evaluation
In: The Construction of Discourse as Verbal Interaction (2018), 201-226
IDS Bibliografie zur Gesprächsforschung
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12
Session 1
In: Law & Corpus Linguistics Conference (2017)
BASE
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13
Advancing Law and Corpus Linguistics: Importing Principles and Practices from Survey and Content Analysis Methodologies to Improve Corpus Design and Analysis
In: BYU Law Review (2017)
BASE
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14
Discipline-specific reading expectation and challenges for ESL learners in US universities
Hartshorn, K. James; Evans, Norman W.; Egbert, Jesse. - : University of Hawaii National Foreign Language Resource Center, 2017. : Center for Language & Technology, 2017
BASE
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15
Triangulating methodological approaches in corpus-linguistic research
Egbert, Jesse (Herausgeber); Baker, Paul (Herausgeber). - London : Routledge, Taylor & Francis Group, 2016
BLLDB
UB Frankfurt Linguistik
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16
Register variation on the searchable web: a multi-dimensional analysis
In: Journal of English linguistics. - Thousand Oaks, Calif. [u.a.] : Sage 44 (2016) 2, 95-137
BLLDB
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17
Variationist versus text-linguistic approaches to grammatical change in English: nominal modifiers of head nouns ...
Biber, Douglas; Egbert, Jesse; Gray, Bethany. - : Cambridge University Press, 2016
BASE
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18
Collocation networks:exploring associations in discourse
Brezina, Vaclav. - : Routledge, 2016
BASE
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19
Pragmatics and corpus linguistics
BASE
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20
Triangulating methodological approaches in corpus-linguistic research
Baker, John Paul; Egbert, Jesse. - : Routledge, 2016
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