English | Chinese
Liner Yang
Associate Professor
Beijing Language and Culture University
Email: lineryang [at] gmail.com
Google
Scholar
Github
Bio
I am an Associate Professor at the School of Information Sciences, Beijing Language and Culture University. I
graduated from the Department of Computer Science and Technology at Tsinghua University, where I was advised by
Prof. Maosong Sun and worked in the Tsinghua NLP Group. My main research interests are artificial intelligence,
natural language processing and AI for Education. I received CCL 2022 Best Paper Award and CCL 2023 Best Paper
Award.
Publications
2024
- Ruining Chong, Luming Lu, Liner Yang, Jinran Nie, Zhenghao Liu, Shuo Wang, Shuhan Zhou, Yaoxin
Li, and Erhong Yang. 2024.
MCTS: A Multi-Reference Chinese Text Simplification Dataset. In Proceedings of LREC-COLING
2024.
[arXiv]
[code]
- Yang Liu, Meng Xu, Shuo Wang, Liner Yang, Haoyu Wang, Zhenghao Liu, Cunliang Kong, Yun Chen,
Yang Liu, Maosong Sun, and Erhong Yang. 2024.
OMGEval:An Open Multilingual Generative Evaluation Benchmark for Large Language Models.
arXiv:2402.13524.
[arXiv]
[code]
- Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner
Yang, Ning Ding, Xu Han, Zhiyuan Liu, and Maosong Sun. 2024.
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset.
arXiv:2402.04588.
[arXiv]
[code]
- Jingsi Yu, Cunliang Kong, Liner Yang, Meishan Zhang, Lin Zhu, Chenhui Xie, Yujie Wang,
Haozhe Lin, Maosong Sun, and Erhong Yang. 2024.
Cross-domain Chinese Sentence Pattern Parsing. arXiv:2402.16311.
[arXiv]
- Luming Lu, Jiyuan An, Yujie Wang, Liner Yang, Cunliang Kong, Zhenghao Liu, Shuo Wang, Haozhe
Lin, Mingwei Fang, Yaping Huang, and Erhong Yang. 2024.
From Text to CQL: Bridging Natural Language and Corpus Search Engine. arXiv:2402.13740.
[arXiv]
2023
- Jinran Nie, Liner Yang, Yun Chen, Cunliang Kong, Junhui Zhu, and Erhong Yang. 2023.
Lexical Complexity Controlled Sentence Generation. In Proceedings of CCL 2023.
[paper]
[code]
(CCL 2023 Best Paper Award)
- Liner Yang, Xin Liu, Tianxin Liao, Zhenghao Liu, Mengyan Wang, Xuezhi Fang, and Erhong Yang.
2023.
Is Chinese Spelling Check Ready? Understanding the Correction Behavior in Real-World Scenarios.
AI Open.
[paper]
- Ruining Chong, Cunliang Kong, Liu Wu, Zhenghao Liu, Ziye Jin, Liner Yang, Yange Fan,
Hanghang Fan, and Erhong Yang. 2023.
Leveraging Prefix Transfer for Multi-Intent Text Revision.
In Proceedings of ACL 2023.
[paper]
- Jinran Nie, Xuancheng Huang, Yang Liu, Cunliang Kong, Xin Liu, Liner Yang, and Erhong
Yang. 2023.
End-to-end Hard Constrained Text Generation via Incrementally Predicting Segments.
Knowledge-Based Systems.
[link]
- Yujie Wang, Chao Huang, Liner Yang, Zhixuan Fang, Yaping Huang, Yang Liu, and Erhong Yang.
2023.
Cost-efficient Crowdsourcing for Span-based Sequence Labeling: Worker Selection and Data
Augmentation. arXiv:2305.06683.
[arXiv]
- Yingying Wang, Cunliang Kong, Liner Yang, Renfen Hua, Erhong Yang, Maosong Sun. 2023. The
Construction of Chinese Multi-dimensional Learner Corpus: YACLC.
Applied Linguistics.
[paper] (in Chinese)
- Chenhui Xie, Zhengsheng, Liner Yang, Tianxin Liao, and Erhong Yang. 2023.
Automatic Construction of Sentence Pattern Structure Treebank.
Journal of Chinese Information Processing.
[paper] (in Chinese)
- Jingsi Yu, Jialu Shi, Liner Yang, Dan Xiao, and Erhong Yang. 2023.
Automatic Transformation of Enhanced Dependencies in Chinese.
Journal of Chinese Information Processing.
[paper] (in Chinese)
- Jinran Nie, Liner Yang, and Erhong Yang. 2023.
Lexically Constrained Text Generation Based on Segments Prediction.
Journal of Chinese Information Processing.
[paper] (in Chinese)
2022
- Chenhui Xie, Zhengsheng, Liner Yang, Tianxin Liao, and Erhong Yang. 2022.
Automatic Construction of Sentence Pattern Structure Treebank.
In Proceedings of CCL 2022.
[paper]
[code]
(CCL 2022 Best Paper Award)
(in Chinese)
- Liner Yang, Chengcheng Wang, Yun Chen, Yongping Du, and Erhong Yang. 2022.
Controllable Data Synthesis Method for Grammatical Error Correction.
Frontiers of Computer Science.
[arXiv]
- Cunliang Kong, Yun Chen, Hengyuan Zhang, Liner Yang, and Erhong Yang. 2022.
Multitasking Framework for Unsupervised Simple Definition Generation.
In Proceedings of ACL 2022. [paper][arXiv][code]
- Cunliang Kong, Yujie Wang, Ruining Chong, Liner Yang, Hengyuan Zhang, Erhong Yang, and Yaping
Huang. 2022.
BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition
Modeling.
In Proceedings NAACL-HLT 2022.
[paper][arXiv][code]
- Yue Cui, Junhui Zhu, Liner Yang, Xuezhi Fang, Xiaobin Chen, Yujie Wang, and Erhong
Yang. 2022.
CTAP for Chinese: A linguistic Complexity Feature Automatic Calculation Platform.
In Proceedings of LREC 2022.
[paper]
- Jiaxin Yuan, Cunliang Kong, Chenhui Xie, Liner Yang, and Erhong Yang. 2022.
COMPILING: A Benchmark Dataset for Chinese Complexity Controllable Definition Generation.
In Proceedings of CCL 2022.
[paper]
- Junhui Zhu, Xin Liu, Liner Yang, Hongbin Wang, and Erhong Yang. 2022. Chinese Grammatical
Structure Features and its Application in Automatic Grading of L2 Texts.
Applied Linguistics.
[paper] (in Chinese)
- Jialu Shi, Xinyu Luo, Liner Yang, Dan Xiao, Zhengsheng Hu, Yijun Wang, Jiaxin Yuan,
Jingsi Yu, and Erhong Yang. 2022. Construction of a Treebank of Learners Chinese.
Journal of Chinese Information Processing.
[paper] (in Chinese)
- Cunliang Kong, Xuezhi Fang, Liner Yang, Yun Chen, and Erhong Yang. 2022.
LitMind Dictionary: An Open-Source Online Dictionary.
arXiv:2204.11087.
[blog]
[arXiv]
[code]
2021
- Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, and Tat-Seng Chua. 2021.
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction.
In Proceedings NAACL-HLT 2021.
[paper][arXiv][code]
- Yingying Wang, Cunliang Kong, Liner Yang, Yijun Wang, Xiaorong Lu, Renfen Hu, Shan
He, Zhenghao Liu, Yun Chen, Erhong Yang, and Maosong Sun. 2021.
YACLC: A Chinese Learner Corpus with Multidimensional Annotation.
arXiv:2112.15043. [blog][arXiv][data]
- Shengsheng Zhang, Yaping Huang, Yun Chen, Liner Yang, Chencheng Wang, and Erhong
Yang. 2021.
Few-Shot Domain Adaptation for Grammatical Error Correction via Meta-Learning.
arXiv:2101.12409.
[arXiv]
- Qinan Fan, Cunliang Kong, Liner Yang, and Erhong Yang. 2021.
Chinese Definition Modeling Based on BERT and Beam Search.
Journal of Chinese Information Processing.
[paper] (in Chinese)
- Shengsheng Zhang, Guina Pang, Liner Yang, Chencheng Wang, Yongping Du, Erhong Yang,
and Yaping Huang. 2021.
Personalizing Grammatical Eror Corection for Chineseasa Second Language.
Journal of Chinese Information Processing.
[paper] (in Chinese)
2020
- Liner Yang, Cunliang Kong, Yun Chen, Yang Liu, Qinan Fan, and Erhong Yang. 2020.
Incorporating Sememes into Chinese Definition Modeling.
IEEE/ACM Transactions on Audio, Speech and Language Processing. [link][arXiv][code]
- Yong Hu, Heyan Huang, Tian Lan, Xiaochi Wei, Yuxiang Nie, Jiarui Qi, Liner Yang, and Xianling
Mao. 2020.
Multi-task Learning for Low-resource Second Language Acquisition Modeling.
Proceedings of the Asia Pacific Web and Web-Age Information Management Joint International Conference on
Web and Big Data (APWeb-WAIM 2020).
- Dan Xiao, Erhong Yang, Minghui Zhang, Tianying Lu, and Liner Yang. 2020.
Dependency Annotation Guideline for Chinese Inter-language.
Journal of Chinese Information Processing.
[paper] (in Chinese)
- Chencheng Wang, Liner Yang, Yingying Wang, Yongping Du, and Erhong Yang. 2020.
Chinese Grammatical Error Correction Method Based on Transformer Enhanced Architecture.
Journal of Chinese Information Processing.
[paper] (in Chinese)
- Haitong Zhang, Cunliang Kong, Liner Yang, Shan He, Yongping Du, and Erhong Yang.
2020.
Gated Context-Aware Network for Definition Generation.
Journal of Chinese Information Processing.
[paper] (in Chinese)
- Cunliang Kong, Liner Yang, Tianzuo Zhang, Qinan Fan, Zhenghao Liu, Yun Chen, and Erhong
Yang. 2020.
Toward Cross-Lingual Definition Generation for Language Learners.
arXiv:2010.05533.
[arXiv]
2019
- Wenjing Zhang, Huimeng Zhang, Liner Yang, and Endong Xun. 2019.
Multi-grained Chinese Word Segmentation with Lattice-LSTM.
Journal of Chinese Information Processing.
[paper] (in Chinese)
- Liner Yang, Chencheng Wang, Tianxin Liao, and Erhong Yang. 2019.
The BLCU System in the BEA 2019 Shared Task.
In Proceedings of BEA 2019.
[paper]
2018
- Hongkai Ren, Liner Yang, and Endong Xun. 2018.
A Sequence to Sequence Learning for Chinese Grammatical Error Correction.
In Proceedings of NLPCC 2018.
[paper]
- Liner Yang, Meishan Zhang, Yang Liu, Maosong Sun, Nan Yu, and Guohong Fu. 2018.
Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks.
IEEE/ACM Transactions on Audio, Speech and Language Processing. [link][arXiv]
2017
- Liner Yang, Maosong Sun, Yang Liu, Yong Cheng, Jiacheng Zhang, Zhenghao Liu, and
Huanbo Luan. 2017.
Neural Parse Combination.
Journal of Computer Science and Technology.
[paper]
- Liner Yang, Xinxiong Chen, Zhiyuan Liu, and Maosong Sun. 2017.
Improving Word Representations with Document Labels.
IEEE/ACM Transactions on Audio, Speech and Language Processing.
[link]
2016
- Xianling Mao, Yijing Hao, Qiang Zhou, Wenqing Yuan, Liner Yang, and Heyan Huang.
2016.
A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing.
In Proceedings of COLING 2016.
[paper]
2015
- Liner Yang and Maosong Sun. 2015.
Improved Learning of Chinese Word Embeddings with Semantic Knowledge.
In Proceedings of CCL 2015.
[paper]
Created on 02/26/2019, last updated on 02/22/2024.