Abstract
Syntax and semantics are of great importance for vocabulary research. Large-scale corpus-based studies concerning the syntactic and semantic features of Chinese vocabulary are needed. To fill the gap, this study develops a syntactic and semantic annotation tool based on dependency grammar, and delves into the syntax and semantics of the most frequently used disyllabic visual verb kànjiàn ‘see’ as an example. First, this study developed a syntactic and semantic annotation tool of dependency grammar. Second, this study extracted and selected simple sentences with kànjiàn from large-scale corpora. Third, the tool was used to conduct syntactic and semantic dependency tagging and manual checking. Results show that kànjiàn can appear in six types of syntactic dependencies as a dependent, namely, Head (predicate), Attribute, Coordination, Verb-Object, and Subject-Verb. Moreover, the most frequent syntactic function of kànjiàn is being a predicate, which accounts for 85.4%. The semantic roles that kànjiàn collocates with fall into five categories, which are CONTENT, EXPERIENCER, PLACE, TIME, and MANNER. The two most frequent ones are CONTENT and EXPERIENCER. Further, this paper compared the results with previous Chinese resources. The outcomes of this study prove the importance of the syntactic and semantic annotation tool in analyzing Chinese vocabulary and help us have a deep understanding of the characteristics of Chinese visual verbs.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Notes
- 1.
- 2.
- 3.
- 4.
The translation of these terms comes from this website: http://ltp.ai/docs/appendix.html. As we confirmed with the developer on April 26, 2022, the translations have some errors which mixed a dependency relation with the dependent in the relation. Since there is no new official translation, we only changed COO (coordinate) into COO (coordination) as it should be a noun not a verb or an adjective.
References
Liu, H.: Theory and Practice of Dependency Grammar (yīcún yǔfǎ de lǐlùn yǔ shíjiàn). Science Press (kēxué chūbǎnshè), Beijing (2009)
De Marneffe, M.-C., Nivre, J.: Dependency grammar. Ann. Rev. Linguist. 5, 197–218 (2019)
Ahmad, F., Rahoman, M.-M.: Named entity classification using dependency grammar. In: 2017 20th International Conference of Computer and Information Technology (ICCIT), Dhaka, pp. 1–7. IEEE (2017)
Wang, S., Huang, C.-R.: Compositional operations of Mandarin Chinese perception verb “kàn”: a generative lexicon approach. In: Otoguro, R., Ishikawa, K., Umemoto, H., Yoshimoto, K., Harada, Y. (eds.) Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation, pp. 707–714. Tohoku University, Sendai (2010)
Chen, C.: An analysis of semantic differentiation of construction of verbs “KAN”, “KANJIAN”, “KANDAO”, and “KANWAN” in Chinese (kàn kànjiàn kàndào yǔ kànwán de yǔyì chàyì tànjiū rènzhī gòushì yǔfǎ shìjiǎo). Foreign Lang. (wàiguó yǔwén) 36, 83–92 (2020)
Niu, R., Osborne, T.: Chunks are components: a dependency grammar approach to the syntactic structure of Mandarin. Lingua 224, 60–83 (2019)
Feng, Z.: Tessnier’s grammaire de dépendance (tèsīníyēěr de cóngshǔ guānxì yǔfǎ). Foreign Linguist. (guówài yǔyánxué) 63–65 (1983)
Tang, X., Xiao, L.: Research on micro-blog topics mining model on dependency parsing (jīyú yīcún jùfǎ fènxī de wēibó zhǔtí wājué móxíng yánjiū). Inf. Sci. (qíngbào kēxué) 33, 61–65 (2015)
Qiu, L., Zhang, Y., Jin, P., Wang, H.: Multi-view Chinese treebanking. In: Tsujii, J.I., Hajic, J. (eds.) Proceedings of COLING 2014, The 25th International Conference on Computational Linguistics: Technical Papers, pp. 257–268. Dublin City University and Association for Computational Linguistics, Dublin (2014)
Liu, T., Ma, J.: Theories and methods of Chinese automatic syntactic parsing: a critical survey (hànyǔ zìdòng jùfǎ fènxī de lǐlùn yǔ fāngfǎ). Contemp. Linguist. (dāngdài yǔyánxué) 11, 100–112 (2009)
Liu, H., Feng, Z.: Probabilistic valency pattern theory for natural language processing (zìrán yǔyán chùlǐ de gàilǜ pèijià móshì lǐlùn). Linguist. Sci. (yǔyán kēxué) 32–41 (2007)
Liu, H.: The complexity of Chinese syntactic dependency networks. Phys. A Stat. Mech. Appl. 387, 3048–3058 (2008)
Jiang, J., Ouyang, J., Liu, H.: Interlanguage: a perspective of quantitative linguistic typology. Lang. Sci. 74, 85–97 (2019)
Pan, X., Chen, X., Liu, H.: Harmony in diversity: the language codes in English-Chinese poetry translation. Digit. Scholarsh. Humanit. 33, 128–142 (2018)
Gao, S., Yan, W., Liu, H.: A quantitative study on syntactic functions of Chinese verbs based on dependency treebank (jīyú shùkù de xiàndài hànyǔ dòngcí jùfǎ gōngnéng de jìliàng yánjiū). Chin. Lang. Learn. (hànyǔ xuéxí) 5, 105–112 (2010)
Liu, B., Niu, Y., Liu, H.: A comparative study on style-related differences in syntactic functions of part of speech (hànyǔ cílèi jùfǎ gōngnéng de yǔtǐ chàyì yánjiū). Lang. Teach. Linguist. Stud. (yǔyán jiāoxué yǔ yánjiū) 5, 97–104 (2013)
Li, H., Liu, H.: A study of Chinese children’s acquisition of three-word sentences based on an annotated corpus (jīyú jùfǎ biāozhù yǔliàokù de hànyǔ értóng sāncíjù xídé yánjiū). Appl. Linguist. (yǔyán wénzì yīngyòng) 107–116 (2017)
Chen, X.: Dependency network syntax: from dependency treebanks to a classification of Chinese function words. In: Hajicova, E., Gerdes, K., Wanner, L. (eds.) Proceedings of the Second International Conference on Dependency Linguistics (DepLing 2013), pp. 41–50. Charles University, Prague (2013)
Tu, J., Zhu, M.: Imperative sentences classification based on dependency grammar (jīyú yīcún yǔfǎ de qíshǐjù fènlèi yánjiū). Comput. Appl. Softw. (jìsuànjī yīngyòng yǔ ruǎnjiàn) 36, 279–283+322 (2019)
Liu, B., Xu, C.: Quantitative analysis on verb valence evolution of Chinese. In: Gerdes, K., Kahane, S. (eds.) Proceedings of the Fifth International Conference on Dependency Linguistics (Depling, SyntaxFest 2019), pp. 175–180. Association for Computational Linguistics (2019)
Wang, S.: Chinese Multiword Expressions. Springer, Singapore (2020). https://doi.org/10.1007/978-981-13-8510-0
Wang, S., Luo, H.: Exploring the meanings and grammatical functions of idioms in teaching Chinese as a second language. Int. J. Appl. Linguist. 31, 283–300 (2021). https://doi.org/10.1111/ijal.12334
Wang, S., Wu, L., Gong, Q.: The collocations of Chinese tactile adjectives. In: Liu, M., Kit, C., Su, Qi. (eds.) CLSW 2020. LNCS (LNAI), vol. 12278, pp. 711–733. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-81197-6_59
Wang, S., Yin, J.: A comparative study of the collocations in legislative Chinese and general Chinese. In: Hong, J.-F., Zhang, Y., Liu, P. (eds.) CLSW 2019. LNCS (LNAI), vol. 11831, pp. 710–724. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-38189-9_72
Fu, H.: The similarities, differences and restrictions of the meanings of “kan” and “kanjian” (kàn hé kànjiàn děng cíyì de tóngyì hé zhìyuē). Chin. Lang. Learn. (hànyǔ xuéxí) 1–5 (1993)
Xu, S.: The research of the visual Sensory verbs like “kan” in syntactic and semantics (xiàndài hànyǔ kànlèi shìjué gǎnguān dòngcí jùfǎ yǔyì fènxī). Jilin University, Changchun (2015)
Yin, D.: The evolution of visual verbs in ancient times (shànggǔ kànshìlèi dòngcí de yǎnbiàn guīlǜ). Seeker (qiúsuǒ) 200–201 (2008)
Ma, B., Chen, W.: The sound and meaning association of “kan” and a comparative study of Chinese and English (kàn de yīnyì liánxiǎng jíqí hànyīng bǐjiào yánjiū). Foreign Lang. Res. (wàiyǔ yánjiū) 23–24 (2006)
Han, Y.: Semantic projection and grammaticalization of Chinese visual verbs (hànyǔ shìjiào dòngcí de yǔyì tóushè jí yǔfǎhuà gòunǐ). Foreign Lang. Lit. Stud. (wàiguó yǔyán wénxué) 10–13 (2003)
Zeng, L.: The subjectivisation of “wo-kan”and “ni-kan” (wǒkàn yǔ nǐkàn de zhǔguānhuà). Chin. Lang. Learn. (hànyǔ xuéxí) 15–22 (2005)
Cui, Y.: The grammaticalization path of Chinese visual verb “jian” and its evolutionary motivation and mechanism (hànyǔ shìjiào dòngcí jiàn de yǔfǎhuà lùjìng jíqí yǎnbiàn dòngyīn hé jīzhì). J. Heilongjiang Inst. Educ. (Hēilóngjiāng jiāoyù xuéyuàn xuébào) 33, 118–119 (2014)
Jiang, S., Chi, C.: From visual verbs to disposal prepositions: the grammaticalization and semantic map of “wang” in Wenzhou Dialect (cóng shìjué dòngcí dào chùzhì jiècí wēnzhōu fāngyán wàng de yǔfǎhuà hé yǔyì dìtú). J. Chin. Lang. Hist. (hànyǔshǐ xuébào) 1–11 (2018)
Liu, T., Che, W., Li, Z.: Language technology platform (yǔyán jìshù píngtái). J. Chin. Inf. Process. (zhōngwén xìnxī xuébào) 25, 53–63 (2011)
Lafferty, J., McCallum, A., Pereira, F.C.: Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: Brodley, C.E., Danyluk, A.P. (eds.) Proceedings of the 18th International Conference on Machine Learning 2001 (ICML 2001), pp. 282–289. Morgan Kaufmann Publishers Inc., San Francisco (2001)
Che, W., Li, Z., Li, Y., Guo, Y., Qin, B., Liu, T.: Multilingual dependency-based syntactic and semantic parsing. In: Stevenson, S., Carreras, X. (eds.) Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL 2009): Shared Task, pp. 49–54. Association for Computational Linguistics, Boulder (2009)
Dai, Y.: Exploration of action bivalent verbs in modern Chinese (xiàndài hànyǔ dòng zuòlèi èrjià dòngcí tànsuǒ). Stud. Chin. Lang. (zhōngguó yǔwén) 3–12 (1998)
Guo, D.: Modern Chinese Verb Classification Dictionary (xiàndài hànyǔ dòngcí fènlèi cídiǎn). Jilin Education Press (jílín jiāoyù chūbǎnshè), Changchun (1994)
Dictionary Editing Room of Institute of Linguistics, Chinese Academy of Social Sciences: The Contemporary Chinese Dictionary. The Commercial Press (shāngwù yìnshūguǎn), Beijing (2016)
Meng, C.: Chinese Verb Usage Dictionary (hànyǔ dòngcí yòngfǎ cídiǎn). The Commercial Press (shāngwù yìnshūguǎn), Beijing (1999)
Yuan, Y., Cao, H.: An introduction to the syntactic-semantic knowledge-base of Chinese verbs (dòngcí jùfǎ yǔyì xìnxī cídiǎn zhīshí nèiróng shuōmíngshū). In: Sun, M., Li, S., Zhang, Y., Liu, Y., He, S., Rao, G. (eds.) The Nineteenth China National Conference on Computational Linguistics (CCL 2020), pp. 518–527. The University of Hainan, Hainan (2020)
Acknowledgements
This research is funded by the University of Macau (Project Number: MYRG2019-00013-FAH).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 Springer Nature Switzerland AG
About this paper
Cite this paper
Wang, S., Liu, X., Zhou, J. (2022). Developing a Syntactic and Semantic Annotation Tool for Research on Chinese Vocabulary. In: Dong, M., Gu, Y., Hong, JF. (eds) Chinese Lexical Semantics. CLSW 2021. Lecture Notes in Computer Science(), vol 13250. Springer, Cham. https://doi.org/10.1007/978-3-031-06547-7_22
Download citation
DOI: https://doi.org/10.1007/978-3-031-06547-7_22
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-06546-0
Online ISBN: 978-3-031-06547-7
eBook Packages: Computer ScienceComputer Science (R0)