The DOI matches its Crossref record; 28 of the 28 references it cites were found in a registry or an index.
Phonetic Reconstruction of the Consonant System of Middle Chinese via Mixed Integer Optimization
Open accessAbstract
This paper is concerned with phonetic reconstruction of the consonant system of Middle Chinese. We propose to cast the problem as a Mixed Integer Programming problem, which is able to automatically explore homophonic information from ancient rhyme dictionaries and phonetic information from modern Chinese dialects, the descendants of Middle Chinese. Numerical evaluation on a wide range of synthetic and real data demonstrates the effectiveness and robustness of the new method. We apply the method to information from Guǎngyùn and 20 modern Chinese dialects to obtain a new phonetic reconstruction result. A linguistically motivated discussion of this result is also provided.1
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Cites
Advances in Neural Information Processing Systems 19
(2007) · The MIT Press eBooks · doi:10.52202/085713 · Cited by 16,043
Švarný, O., Chao, Y. R., & Švarný, O. (1972) · Journal of the American Oriental Society · doi:10.2307/599674 · Cited by 3,078
Vinh, N. X., Epps, J., & Bailey, J. (2010) · Journal of machine learning research · doi:10.5555/1756006.1953024 · Cited by 1,812
Koehn, P., & Hoang, H. T. (2007) · The Association for Computational Linguistics · Cited by 673
A Handbook of Old Chinese Phonology
Baxter, W. H. (1992) · doi:10.1515/9783110857085 · Cited by 514
Integer linear programming inference for conditional random fields
Roth, D., & Yih, W.-T. (2005) · International Conference on Machine Learning · doi:10.1145/1102351.1102444 · Cited by 214
Automated reconstruction of ancient languages using probabilistic models of sound change
Bouchard‐Côté, A., Hall, D., Griffiths, T. L., & Klein, D. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1204678110 · Cited by 133
Fast Smallest-Enclosing-Ball Computation in High Dimensions
Fischer, K., Gärtner, B., & Kutz, M. (2003) · Lecture notes in computer science · doi:10.1007/978-3-540-39658-1_57 · Cited by 116
Incremental integer linear programming for non-projective dependency parsing
Riedel, S., & Clarke, J. (2006) · Conference on Empirical Methods in Natural Language Processing (EMNLP) · doi:10.3115/1610075.1610095 · Cited by 105
Deep Neural Models of Semantic Shift
Rosenfeld, A., & Erk, K. (2018) · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · doi:10.18653/v1/n18-1044 · Cited by 95
Flagged first, then by citations
Research works printed but not linked: 16
- Chen, 2005, Shengyunxue [Chinese phonology] 聲韻學
- Chomsky, 1968, The Sound Pattern of English
- Dong, 2004, Hanyu Yinyunxue [Chinese Phonology] 漢語音韻學
- Hayes, 2011, Introductory Phonology
- Karlgren, 1926, Zhongguo Yinyunxue Yanjiu [Study on Chinese phonology] 中國音韻學研究
- Li, 1971, Shangguyin yanjiu [studies on old Chinese pronunciation] 上古音研究, The Tsing Hua Journal of Chinese Studies, 1
- Li, 1956, Qieyun Yinxi [Phonological System of Qieyun] 切韻音系
- Li, 2013, Hanyu Fangyanxue Jichu Jiaocheng [Fundamentals of Chinese Dialect Studies] 漢語方言學基礎教程
- Norman, 1988, Chinese
- Pan, 2000, Hanyu LiShi Yinyunxue [Chinese Historical Phonology] 漢語歷史音韻學
- Shao, 1982, Qieyun Yanjiu [Studies on Qieyun] 切韻研究
- Junbo, 2019, Revisiting the trill in Hubei dialects, Dialect, 228
- Wen-Hsing Tseng . 2019. Research on the Evolution of [n-], [ȵ-]and [ȵʑ-] in Ming-Qing Rhyme Books and Rhyme Charts and Chinese Dialects 泥娘日三母於明清韻書韻圖及漢語方言的演變研究. Master’s thesis, National Chengchi University. 10.6814/THE.NCCU.CHI.001.2019.A08 · DOI
- Li, 1957, Hanyu Shigao [A Draft History of the Chinese Language] 漢語史稿
- Zhu, 2008, On liquids, Studies in Language and Linguistics, 28, 1
- Zihui, 1989, Hanyu Fangyin Zihui [A Pronouncing Dictionary of Han Dialects] 漢語方音字彙
Cited by
Sorted by citations
Reconstructing Proto-Languages Using Neural Machine Translation and Deep Learning
Sattorova, Z. I., Seydametova, G., Khujamberdieva, K., Ashirova, A. I., Jumaniyozov, Y., & Abdupattayevna, M. B. (2025) · International Conference on Computational Innovations and Engineering Sustainability (ICCIES) · doi:10.1109/iccies63851.2025.11032538
Metadata
- Authors
- Luo, X., & Sun, W.
- Affiliations
- Peking University (CN)
- University of Cambridge (GB)
- Venue
- Transactions of the Association for Computational Linguistics
- Publisher
- MIT Press
- Published
- 2025
- Volume
- 13
- Pages
- 424-441
- ISSN
- 2307-387X (ISSN-L)
- OpenAlex
- W4409881878
- Cited by
- 1
- References
- 28
- Citations by year
- 2025: 1
- FWCI
- 3.60
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Locations
- Transactions of the Association for Computational Linguistics (publishedVersion, cc-by)
- Topics
- Social Sciences › Arts and Humanities › Language and Linguistics › Linguistics and language evolution
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Phonetics and Phonology Research
- Social Sciences › Arts and Humanities › Language and Linguistics › Syntax, Semantics, Linguistic Variation
- Keywords
- Middle Chinese, phonetic reconstruction, consonant system, mixed integer programming, homophones, modern Chinese dialects, Guangyun, historical phonology
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