Article published In: Asia-Pacific Language Variation
Vol. 4:2 (2018) ► pp.135–160
Lexical frequency and syntactic variation
Subject pronoun use in Mandarin Chinese
Published online: 6 February 2019
https://doi.org/10.1075/aplv.17005.li
https://doi.org/10.1075/aplv.17005.li
Abstract
With the rise of exemplar theory, the role of lexical frequency in language variation has been the object of
considerable study. Recently, Erker, Daniel, & Guy, Gregory R. (2012). The role of lexical frequency in syntactic variability: Variable subject personal pronoun expression in Spanish. Language, 881, 526–557. extended the analysis of frequency
to morphosyntactic variation and examined the role of frequency in variation between null and overt subject personal pronouns
(SPPs) in Spanish. Their results suggest that frequency either activates or amplifies the effects of other constraints, such as
co-reference. This study extends the study of frequency effects on SPP variation to Mandarin Chinese. Results of multivariate
analysis of 6,691 tokens collected from Mandarin speakers in Harbin, China indicate that the effect of frequency on Chinese SPP
variation is less than that of other well-established constraints such as co-reference and person and number. The results suggest
that the role of frequency in this area of the grammar has been considerably exaggerated. Rather, well-established linguistic
constraints provide a better explanation for SPP variation than frequency.
摘要
随着范例理论的兴起,很多学者对词频在语言变体中的作用做了大量研究。最近,Erker, Daniel, & Guy, Gregory R. (2012). The role of lexical frequency in syntactic variability: Variable subject personal pronoun expression in Spanish. Language, 881, 526–557.
把这一方向的研究扩展到词素句法变体中,考察了动词频率在西班牙语主语代词使用和省略的变化中所起的作用。他们的结果表明词频对其他变量,如主语共指,起着激活或扩大的作用。本研究把词频在主语代词使用变体中的作用这一方向扩展到汉语。数据采集自中国哈尔滨的汉语母语使用者。对
6,691
个语言编码的多变量分析结果表明词频对汉语中主语代词变体的作用远远小于其他已被认可的变量的影响,如主语共指和主语人称和数量。这些结果显示词频在语法中的作用很大程度上被夸大了。其实,那些已被广泛证明的语言变量对于主语代词使用变体提供了更好的解释。
Article outline
- 1.Introduction
- 2.Chinese subject pronouns
- 3.Methods
- 3.1Speakers
- 3.2Data
- 3.3Coding
- 3.3.1Subject person and number
- 3.3.2Co-reference
- 3.3.3Other linguistic constraints
- 3.3.3.1Specificity
- 3.3.3.2Sentence type
- 3.3.4Discourse type, social constraints, and lexical frequency
- 3.4Data reduction and exclusions
- 3.5Interrater reliability
- 3.6Analysis
- 4.Results
- 5.Discussion
- 6.Conclusion
- Notes
- Abbreviations
References
References (40)
Bayley, Robert, & Pease-Alvarez, Lucinda (1997). Null pronoun variation in Mexican-descent children’s narrative discourse. Language Variation and Change, 91, 349–371.
Bayley, Robert, Greer, Kristen A., & Holland, Cory (2017). Lexical frequency and morphosyntactic variation: Evidence from U.S. Spanish. Spanish in Context, 141, 413–439.
(2002a). Phonological evidence for the exemplar storage of multiword sequences. Studies in Second Language Acquisition, 211, 215–221.
(2002b). Word frequency and context of use in the lexical diffusion of phonetically conditioned sound change. Language Variation and Change, 141, 261–290.
Cameron, Richard (1995). The scope and limits of switch reference as a constraint on pronominal subject expression. Hispanic Linguistics, 6–71, 1–28.
Caravalho, Ana M., Orozco, Rafael, & Lapidus Shin, Naomi (Eds.). (2015). Subject pronoun expression in Spanish: A cross-dialectal perspective. Washington, DC: Georgetown University Press.
Chafe, Wallace L. (1980). The pear stories: Cognitive, cultural, and linguistic aspects of narrative production. Norwood, NJ: Ablex.
Dinkin, Aaron (2008). The real effect of word frequency on phonetic variation. University of Pennsylvania Working Papers in Linguistics, 14(1), 97–105.
Dong, Xiufang (2005). Dummy subject “ta”(他) in spoken Mandarin. Language Teaching and Linguistic Studies, 51, 22–27.
Erker, Daniel, & Guy, Gregory R. (2012). The role of lexical frequency in syntactic variability: Variable subject personal pronoun expression in Spanish. Language, 881, 526–557.
Flores-Ferrán, Nydia (2007). A bend in the road: Subject personal pronoun expression in Spanish after 30 years of sociolinguistic research. Language and Linguistics Compass, 11, 624–652.
Francis, W. Nelson, & Kučera, Henry (1982). Frequency analysis of English usage: Lexicon and grammar. Boston: Houghton Mifflin.
Huang, C.-T. James (1984). On the distribution and reference of empty pronouns. Linguistic Inquiry, 151, 531–574.
Jia, Li, & Bayley, Robert (2002). Null pronoun variation in Mandarin Chinese. University of Pennsylvania Working Papers in Linguistics, 8(3), 103–116.
Johnson, Daniel E. (2009). Getting off the GoldVarb standard: Introducing Rbrul for mixed-effects variable rule analysis. Language and Linguistics Compass, 31, 359–383.
Jurafsky, Daniel, Bell, Alan, Gregory, Michelle, & Raymond, William D. (2001). Probabilistic relations between words: Evidence from reduction in lexical production. In Joan Bybee & Paul Hopper (Eds.), Frequency and the emergence of linguistic structure (pp. 229–254). Amsterdam: John Benjamins.
Labov, William (2010). Words floating on the surface of sound change. In William Labov (Ed.), Principles of linguistic change. Volume 31: Cognitive and social factors (pp. 259–286). Malden, MA: Wiley-Blackwell.
Labov, William, Ash, Sharon, & Boberg, Charles (2006). Atlas of North American English: Phonology, phonetics and sound change. Berlin: Mouton de Gruyter.
Labov, William, Cohen, Paul, Robins, Clarence, & Lewis, John (1968). A study of the non-standard English of Negro and Puerto Rican speakers in New York City (Cooperative Research Report 3288). Philadelphia: U.S. Regional Survey.
Li, Charles N., & Thompson, Sandra A. (1981). Mandarin Chinese: A functional reference grammar. Berkeley: University of California Press.
Li, Xiaoshi (2010). Sociolinguistic variation in the speech of learners of Chinese as a second language. Language Learning, 601, 366–408.
(2014). Variation in subject pronominal expression in L2 Chinese. Studies in Second Language Acquisition, 361, 39–68.
Li, Xiaoshi, Chen, Xiaoqing, & Chen, Wen-Hsin (2012). Variation of subject pronominal expression in Mandarin Chinese. Sociolinguistic Studies, 61, 91–119.
Lust, Barbara, Chien, Yu-Chin, Chi, Chiang-Pang, & Eisele, Julie (1996). Chinese pronominals in universal grammar: A study of linear precedence and command in Chinese and English children’s first language acquisition. Journal of East Asian Linguistics, 51, 1–47.
Martínez-Sanz, Cristina, & Van Herk, Gerard (2013, May). Saying nothing: Frequency effects in Dominican Spanish null subjects. Paper presented at Conference on Change and Variation, Canada, Toronto.
McKee, Rachel, Schembri, Adam, McKee, David, & Johnston, Trevor (2011). Variable subject expression in Australian Sign Language and New Zealand Sign Language. Language Variation and Change, 231, 375–398.
Mougeon, Raymond, Nadasdi, Terry, & Rehner, Katherine (2010). The sociolinguistic competence of immersion students. Bristol, UK: Multilingual Matters.
Neeleman, Ad, & Szendrői, Kriszta (2007). Radical prodrop and the morphology of pronouns. Linguistic Inquiry, 381, 671–714.
Otheguy, Ricardo, & Zentella, Ana Celia (2012). Spanish in New York: Language contact, dialect leveling, and structural continuity. Oxford: Oxford University Press.
Sankoff, David, Tagliamonte, Sali A., & Smith, Eric (2005). GoldVarb X: A variable rule application for the Macintosh [computer program]. Toronto / Ottawa: Department of Linguistics, University of Toronto and Department of Mathematics, University of Ottawa.
Santa Ana, Otto (1991). Phonetic simplification processes in the English of the Barrio: A cross-generational sociolinguistic study of the Chicanos of Los Angeles. Doctoral dissertation, University of Pennsylvania.
Schecter, Sandra R., & Bayley, Robert (2002). Language as cultural practice: Mexicanos en el norte. Mahwah, NJ: Lawrence Erlbaum.
Tamminga, Meredith (2014). Sound change without frequency effects: Ramifications for phonological theory. In Naomi Danton, Daniela Kostadinovska, & Robert Santana-LaBarge (Eds.), Proceedings of the 31st West Coast Conference on Formal Linguistics (pp. 457–465). Somerville, Mass.: Cascadilla Proceedings Project.
Tang, Side (1996). 古汉语主语省略的特殊现象 Gǔ hànyǔ zhǔyǔ shěnglüè de tèshū xiànxiàng [Null Subject in Old Chinese]. 语文知识 Chinese Language, 111, 17–18.
Walker, James A. (2012). Form, function, and frequency in phonological variation. Language Variation and Change, 241, 397–415.
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