02
Publications
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Second Language Acquisition & Quantitative Linguistics 08
Understanding learner language as a developing system: syntactic complexity, dependency distributions, valency, and networks.
2026
Frontiers in Second Language Acquisition Research from a Quantitative Linguistics Perspective
Xuelin Wang, Yuxin Hao
Modern Foreign Languages, 49(5), 691–699
In Chinese
2024
How Syntactic Complexity Indices Predict Chinese L2 Writing Quality: An Analysis of Unified Dependency Syntactically-annotated Corpus
Yuxin Hao, Xuelin Wang, Shuai Bin, Qihao Yang, Haitao Liu
Assessing Writing, 61, 100847
2023
A Probability Distribution of Dependencies in Interlanguage
Yuxin Hao, Xuelin Wang, Shuai Bin, Haitao Liu
Poznań Studies in Contemporary Linguistics
2022
Dependency Distance and Its Probability Distribution: Are They the Universals for Measuring Second Language Learners’ Language Proficiency?
Yuxin Hao, Xuelin Wang, Yanni Lin
Journal of Quantitative Linguistics
First published online in 2021
2022
Understanding Development and Proficiency in Writing: Quantitative Corpus Linguistic Approaches — Book Review
Xuelin Wang, Tsy Yih
Journal of Second Language Writing, 56, 100875
2021
Syntactic Networks of Interlanguage Across L2 Modalities and Proficiency Levels
Yuxin Hao, Xuelin Wang, Meng Wu, Haitao Liu
Frontiers in Psychology, 12, 643120
2021
Typological Characteristics of Interlanguage: Across Native Language Types and L2 Proficiency Levels
Yuxin Hao, Xuelin Wang, Qi Yu
Lingua, 261, 103085
2021
Development of Chinese Interlanguage’s Verbal Valence Based on a Syntactically-annotated Corpus
Yuxin Hao, Xuelin Wang, Haitao Liu
Applied Linguistics, 2021(1), 29–41
In Chinese · Reprinted in Renmin University’s reprint series
Mandarin Chinese Varieties 01
Exploring shared patterns and regional variation in Mandarin Chinese, with a focus on Southeast Asia.
2025
Beyond Commonalities: A Quantitative Perspective on Syntactic Features across Mandarin Chinese Varieties
Xuelin Wang, Shuai Bin, Iris Chen, Yuxin Hao
Journal of Quantitative Linguistics
Quantitative Stylistics 03
Measuring literary inheritance, individual expression, humor, and variation across genres.
2026
A Stylometric Analysis of Chinese Literary Inheritance and Divergence: Evidence from Shen Congwen and Wang Zengqi
Jie Bai, Xuelin Wang*
Humanities and Social Sciences Communications
2026
A Quantitative Study of Multidimensional Linguistic Features of Chinese Humor: Evidence from Xiangsheng Texts
Yongsheng Chen, Xuelin Wang*
International Journal of Chinese Language Teaching, 7(3), 101–113
In Chinese · English title translated
2024
Investigating Linguistic Variation in Chinese Podcasts: A Quantitative Stylistic Perspective
Jie Bai, Xuelin Wang*
International Conference on Asian Language Processing (IALP), 275–280
AI for Language Education 03
Connecting linguistic evidence with large language models for Chinese L2 learning, writing assessment, and feedback.
2026
LAWE-CL2: Multi-agent LLM-based Automated Writing Evaluation System Integrating Linguistic Features with Fine-tuning for Chinese L2 Writing Assessment
Xuelin Wang, Qihao Yang, Yuxin Hao, Zhijun Wang, Sijia Guo
Assessing Writing, 101051
2026
HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models through Curriculum Tuning
Qihao Yang†, Xuelin Wang†, Jiale Chen, Xuelian Dong, Yuxin Hao, Tianyong Hao
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2026)
2023
ChatGPT Empowers the Intelligent Development of International Chinese Language Education
Yuxin Hao, Xuelin Wang
Language Teaching and Linguistic Studies, 2023(4)
In Chinese · English title translated · Website links to the author’s publication record
Computational Linguistics & Multimodal Language 05
Studying meaning across languages and modalities through language models and computational methods.
2024
PolCLIP: A Unified Image-Text Word Sense Disambiguation Model via Generating Multimodal Complementary Representations
Qihao Yang, Yong Li, Xuelin Wang, Fu Lee Wang, Tianyong Hao
Proceedings of ACL 2024 (Long Papers)
2024
FigCLIP: A Generative Multimodal Model with Bidirectional Cross-attention for Understanding Figurative Language via Visual Entailment
Qihao Yang, Xuelin Wang*
Proceedings of the 4th Workshop on Figurative Language Processing
2024
MTA: A Lightweight Multilingual Text Alignment Model for Cross-Language Visual Word Sense Disambiguation
Qihao Yang, Xuelin Wang, Yong Li, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao
IEEE ICASSP 2024, 12166–12170
2023
LingX at ROCLING 2023 MultiNER-Health Task: Intelligent Capture of Chinese Medical Named Entities by LLMs
Xuelin Wang, Qihao Yang
Proceedings of ROCLING 2023, 350–358
2023
TAM of SCNU at SemEval-2023 Task 1: FCLL: A Fine-grained Contrastive Language-image Learning Model for Cross-language Visual Word Sense Disambiguation
Qihao Yang, Yong Li, Xuelin Wang, Shunhao Li, Tianyong Hao
Proceedings of SemEval 2023, 506–511