Ph.D. in Computer Science, Institute of Computing Technology, Chinese Academy of Sciences, 1998

Language Technologies Institute, School of Computer Science, Carnegie Mellon University (Feb 2006 – Jan 2007)

 Computational Linguistics, Corpus Linguistics

 Author of six academic books and over 100 papers published in peer-reviewed journals and top-tier conferences, including ACL, EMNLP, COLING, and indexed by SCI, SSCI, CSSCI, and CSCD.

Computational Stylistic Analysis of Ming and Qing Novels, Language and Literature Research of Digital Humanities, Automatic Extraction and Analysis of Stylistic Features, Quantitative Stylistic Analysis and Comparison of Novels by Mo Yan and Yu Hua, Multi-strategy Approaches to Machine Translation, Development of Open-source Tutorials and Case Studies in Deep Learning.

1. Liu, Ying. Computational Linguistics (2nd ed.). Tsinghua University Press, 2014.

2. Liu, Ying. Statistical Linguistics. Tsinghua University Press, 2014.

3. Liu, Ying. Computational Linguistics (1st ed.). Tsinghua University Press, 2002.

4. Hu, Haitao, and Liu, Ying. Discrete Mathematics. North China Electric Power University Press, 2010.

5. Corpus Linguistics. Translated by Liu, Ying and Hu, Haitao. Tsinghua University Press, 2012.

6. Liu, Ying, Jiang, Wentao, and Lu, Xiaofang (Eds.). Language and Literature Studies in the Context of Digital Humanities. Yilin Press, 2022.

Ying Liu, TianJiu Xiao. A Stylistic Analysis for Gu Long’s Kung Fu Novels. Journal of Quantitative Linguistics, Volume 27, 2020 - Issue 1,32-61.

Ying Liu，NanWang, Bo Yuan. A Quantitative Analysis and Sentence Alignment for Parallel Corpora of ShiJi. Journal of Quantitative Linguistics. Volume 23, 2016 - Issue 1,71-108

Zheng J, Liu Y. What does Chinese BERT learn about syntactic knowledge? PeerJ Computer Science. 9:e1478. 1-22, 2023. http://doi.org/10.7717/peerj-cs.1478

Jianyu Zheng, Ying Liu. Probing Language Identity Encoded in Pre-trained Multilingual Models. PeerJ Computer Science. 8:e899, 1-23, 2022, http://doi.org/10.7717/peerj-cs.899

Hanyan Wu, Ying Liu et al. Key n-Gram Extractions and Analyses of Different Registers Based on Attention network. Journal of Applied Mathematics. Volume 2021, Article ID 5264090, 16 pages.

Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun. Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics . Findings of the 61st Annual Meeting of the Association for Computational Linguistics: ACL 2024

Liu Zhu, Liu Ying. Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation. Findings of the 61st Annual Meeting of the Association for Computational Linguistics: ACL 2023, 3963-3977, 2023.

Shenglong Zhang, Ying Liu. Adversarial Multi-task Learning for End-to-end Metaphor Detection. Findings of the 61st Annual Meeting of the Association for Computational Linguistics : ACL 2023, 1483-1497, 2023.

Zhu S, Du B, Zhao J, Liu Y, Liu P. Do PLMs and annotators share the same gender bias? Definition, dataset, and framework of contextualized gender Bias[C]//In: Proceedings of the 5th Workshop on Gender Bias in Natural Language Processing (GeBNLP at ACL2024), 2024: 20-32.

Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun.A Top-down Graph-based ToolforModeling Classical Semantic Maps: A Case Study of Supplementary Adverbs. 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics(NAACL2025).

Li J, Zhu S, Liu Y, Liu P. Analysis of Gender Bias in Social Perception and Judgement Using Chinese Word Embeddings[C]//Proceedings of the 4th Workshop on Gender Bias in Natural Language Processing (GeBNLP at NAACL2022), 2022: 8-16.

Xuelin Liu, Yanfei Zhu, Shucheng Zhu, Pengyuan Liu, Ying Liu, Dong Yu. Evaluating Moral Beliefs across LLMs through a Pluralistic Framework. The 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP2024.

Haiyan wu, Ying Liu. Modularized Syntactic Neural Networks for Sentence Classification ,The 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP2020.Nov 16-20,2020

Zhu Liu, Zhen Hu, Ying Liu. JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements. Proceedings of Context and Meaning: Navigating Disagreements in NLP Annotation, 103–112, 2025.

Song L, Ying L. Approaches and Challenges for Resolving Different Representations of Fictional Characters for Chinese Novels[C]//Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024. (COLING2024)

Zhu S, Wang W, Liu Y. Quite Good, but Not Enough: Nationality Bias in Large Language Models - A Case Study of ChatGPT[C]//Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024. (COLING2024)

Zhang S, Liu Y. Metaphor Detection via Linguistics Enhanced Siamese Network[C]//Proceedings of International Conference on Computational Linguistics. 2022. (COLING2022)

Zhao Jishun, Zhu Shucheng, Liu Ying, Liu Pengyuan. CDAIL-BIAS MEASURER: A Model Ensemble Approach for Dialogue Social Bias Measurement[C]//Proceedings of Natural Language Processing and Chinese Computing: 11th CCF International Conference (NLPCC2022), 2022:204-215.

Zhu S, Liu Y. Offensiveness Analysis of Chinese Group Addressing Terms and Dataset Construction[C]//In: Dong M, Hong J, Lin J, Jin P (eds) Chinese Lexical Semantics (CLSW2023). Lecture Notes in Artificial Intelligence, vol 14515. Springer, Cham, 2023: 342-356.

Li J, Zhu S, Liu Y, Liu P. Gender Stereotypes in TCSOL Dialogue Corpus. Proceedings of 2022 International Conference on Asian Language Processing (IALP2022),2022:427-432.

Mitsuhiro Nishijima and Ying Liu. Native Language Identification and Reconstruction of Native Language Relationship Using Japanese Learner Corpus, The 35th Pacific Asia conference on Language, Information and Computation. 2021.

Fan Chulin, Liu Ying. A Stylistic Analysis on the Shijing. 7th Annual International Conference on Language, Literature & Linguistics, 25th - 26th June 2018.

Zhang Shenglou, Liu Ying, and Ma Yanjun. SaGE: Syntax-Aware Graph Convolutional Networks with ELECTRA for Chinese Metaphor Detection. Journal of Chinese Information Processing, 2024, 38(3).

Song Li, and Liu Ying. Quantitative Stylistics Perspective to Authorship of Water Margin. Journal of Chinese Information Processing, 2022, 36(8): 163–174.

Fan Chulin, Liu Ying. A Comparative Study on Three Genres of Lu Xun Based on Multidimensional Analysis. Journal of Chinese Information Processing, 2020, 34(10): 94–104.

Tu Mengchun, Liu Ying. Statistics and Analyses of Yu Hua and Mo Yan's Long Novels. Journal of Chinese Information Processing, 2019, 33(2): 131–142.

Liu Ying, Cao Xiang. English-Chinese Personal Name Translation Based on Web Search. Journal of Chinese Information Processing, 2017, 31(2): 49–54.

Liu Ying, Cao Xiang. English-Chinese Personal Name Alignment Based on an Entropy Model. Journal of Chinese Information Processing, 2016, 30(3): 52–59.

Xiao Tianjiu, Liu Ying. Stylistic Analysis of Jin Yong and Gu Long's Novels Based on Clustering and Classification. Journal of Chinese Information Processing, 2015, 29(5): 167–177.

Liu Ying, Jiang Wei. Word Alignment Using an Improved Hidden Markov Model. Journal of Chinese Information Processing, 2014, 28(2): 51–55.

He Xiangqing, Liu Ying. Mining Prosodic and Rhythmic Stylistic Features Based on Text Clustering. Journal of Chinese Information Processing, 2014, 28(6): 194–200.

Liu Ying, Xiao Tianjiu. A Stylometric Study of Jin Yong and Gu Long's Novels. Journal of Tsinghua University (Philosophy and Social Sciences), 2014, 29: 135–147.

Liu Ying, Xiao Tianjiu. A Stylometric Study of Dream of the Red Chamber. Studies on Dream of the Red Chamber, 2014, No. 4: 260–281.