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La notion d’applicatif en chinois mandarin : du dérivationnel au compositionnel
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In: In D.-T. Do-Hurinville, D. Petit, H.-L. Dao & A. Rialland (éds), L’applicatif dans les langues. Regard typologique. Éditions de la Société de Linguistique de Paris. ; https://hal.archives-ouvertes.fr/hal-03551904 ; In D.-T. Do-Hurinville, D. Petit, H.-L. Dao & A. Rialland (éds), L’applicatif dans les langues. Regard typologique. Éditions de la Société de Linguistique de Paris., A paraître (2022)
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Intoxication and pitch control in tonal and non-tonal language speakers ...
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Neutral Tone in Mandarin: Representation and Interaction with Utterance-level Prosody ...
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Zhang, Yixin. - : Apollo - University of Cambridge Repository, 2022
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Current & Future Research Directions in Singapore Mandarin ...
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Processing Aspectual Agreement in a Language with Limited Morphological Inflection by Second Language Learners: An ERP Study of Mandarin Chinese
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In: Brain Sciences; Volume 12; Issue 5; Pages: 524 (2022)
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Computational Modelling of Tone Perception Based on Direct Processing of f0 Contours
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In: Brain Sciences; Volume 12; Issue 3; Pages: 337 (2022)
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Early Critical Thinking in a Mandarin-Speaking Child: An Exploratory Case Study
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In: Education Sciences; Volume 12; Issue 2; Pages: 126 (2022)
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Processing Evidence for the Grammatical Encoding of the Mass/Count Distinction in Mandarin Chinese
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Language Interfaces in Adult Heritage Language Acquisition: A Study on Encoding of Nominal Reference in Mandarin Chinese as a Heritage Language
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In: Modern and Classical Languages, Literatures and Cultures Faculty Publications (2022)
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The Linearization of V(P)-doubling Constructions
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In: Doctoral Dissertations (2022)
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L2, L3 and heritage acquisition of Chinese T3 sandhi: comprehensibility and accentedness
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Can noun modifiers be stranded or extracted in Mandarin?
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In: Proceedings of the Linguistic Society of America; Vol 7, No 1 (2022): Proceedings of the Linguistic Society of America; 5248 ; 2473-8689 (2022)
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Sociolinguistically-aware computational models of Mandarin-English codeswitching
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In: Proceedings of the Linguistic Society of America; Vol 7, No 1 (2022): Proceedings of the Linguistic Society of America; 5247 ; 2473-8689 (2022)
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Abstract:
Current research on computational modeling of codeswitching has focused on the use of syntactic constraints as model predictors (Li & Fung 2014; Li & Vu 2019). However, proposed syntactic constraints (Poplack 1978; Poplack 1980; Myers-Scotton 1993; Belazi et al. 1994) are largely based around Spanish-English codeswitching, and are violated repeatedly (and potentially systematically) by codeswitching involving other languages. Thus, a computational model trained on these syntactic constraints, when applied to codeswitching involving languages that are not Spanish-English, may not capture the naturalistic patterns of those languages in codeswitching contexts. This paper demonstrates the value of sociolinguistic factors as predictors in training a Classification and Regression Tree (CART) model on novel Mandarin-English codeswitch data, which come from 12 bilingual speakers of two different generations from Grand Rapids, Michigan. Participants also answered metalinguistic questions about their own language practices and attitudes and completed a written Language History Questionnaire (LHQ) (Li et al. 2020), which asked for self-evaluations of language habits (proficiency, immersion, and dominance in the two languages). LHQ responses were then quantified into numerical scores serving as sociolinguistic predictors in the CART model. The model, which highlighted that age, L2 Dominance, and L1 Immersion were among the top predictors, achieved an accuracy of 0.804 with the area under its ROC curve being 0.692. This is comparable to, if not more powerful than, previous computational studies (e.g. Li & Fung 2014) that trained models using only proposed syntactic constraints as predictors. This paper shows the importance of sociolinguistic factors in computational research previously focused on syntactic constraints; the intersection of these methodologies could improve a cross-linguistic and computational understanding of codeswitching patterns.
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Keyword:
codeswitching; Computational Linguistics; computational modeling; Mandarin-English bilinguals; Sociolinguistics
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URL: http://journals.linguisticsociety.org/proceedings/index.php/PLSA/article/view/5247 https://doi.org/10.3765/plsa.v7i1.5247
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The diversity of classifier inventory in Mandarin dialects: A case study of Baoding.
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In: ISSN: 1244-5460 ; Faits de langues ; https://hal-inalco.archives-ouvertes.fr/hal-03172730 ; Faits de langues, Brill, In press, ⟨10.1163/19589514-05202001⟩ (2021)
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Tone realization in Mandarin speech: a large corpus based study of disyllabic words
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In: The 12th International Symposium on Chinese Spoken Language Processing (ISCSLP 2021) ; https://hal.archives-ouvertes.fr/hal-03153413 ; The 12th International Symposium on Chinese Spoken Language Processing (ISCSLP 2021), Jan 2021, Hong Kong, China (2021)
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De-constructing small clauses: The case of Mandarin Chinese
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In: Glossa: a journal of general linguistics (2016-2021) ; https://hal.archives-ouvertes.fr/hal-03435640 ; Glossa: a journal of general linguistics (2016-2021), Ubiquity Press, 2021, 6, ⟨10.5334/gjgl.1211⟩ (2021)
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Database of word-level statistics for Mandarin Chinese (DoWLS-MAN)
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In: ISSN: 1554-351X ; EISSN: 1554-3528 ; Behavior Research Methods ; https://hal.archives-ouvertes.fr/hal-03328510 ; Behavior Research Methods, Psychonomic Society, Inc, In press, ⟨10.3758/s13428-021-01620-7⟩ (2021)
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