| 2025 | ACL | CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction. | Jingheng Ye, Zishan Xu, Yinghui Li, Linlin Song, Qingyu Zhou, Hai-Tao Zheng, Ying Shen, Wenhao Jiang, Hong-Gee Kim, Ruitong Liu, Xin Su, Zifei Shan |
| 2024 | ACL | Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters. | Yinghui Li, Zishan Xu, Shaoshen Chen, Haojing Huang, Yangning Li, Shirong Ma, Yong Jiang, Zhongli Li, Qingyu Zhou, Hai-Tao Zheng, Ying Shen |
| 2024 | COLING | Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction. | Yuanzhen Luo, Qingyu Zhou, Feng Zhou |
| 2023 | EMNLP | A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check. | Haojing Huang, Jingheng Ye, Qingyu Zhou, Yinghui Li, Yangning Li, Feng Zhou, Hai-Tao Zheng |
| 2023 | EMNLP | CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction. | Jingheng Ye, Yinghui Li, Qingyu Zhou, Yangning Li, Shirong Ma, Hai-Tao Zheng, Ying Shen |
| 2023 | ICASSP | Contextual Similarity is More Valuable Than Character Similarity: An Empirical Study for Chinese Spell Checking. | Ding Zhang, Yinghui Li, Qingyu Zhou, Shirong Ma, Yangning Li, Yunbo Cao, Hai-Tao Zheng |
| 2022 | ACL | Type-Driven Multi-Turn Corrections for Grammatical Error Correction. | Shaopeng Lai, Qingyu Zhou, Jiali Zeng, Zhongli Li, Chao Li, Yunbo Cao, Jinsong Su |
| 2022 | ACL | The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking. | Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng |
| 2022 | ACL | Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems. | Zhongli Li, Wenxuan Zhang, Chao Yan, Qingyu Zhou, Chao Li, Hongzhi Liu, Yunbo Cao |
| 2022 | COLING | AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications. | Yusen Zhang, Zhongli Li, Qingyu Zhou, Ziyi Liu, Chao Li, Mina Ma, Yunbo Cao, Hongzhi Liu |
| 2022 | EMNLP | Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking. | Yinghui Li, Shirong Ma, Qingyu Zhou, Zhongli Li, Yangning Li, Shulin Huang, Ruiyang Liu, Chao Li, Yunbo Cao, Haitao Zheng |
| 2022 | EMNLP | Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction. | Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Yangning Li, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, Ying Shen |
| 2022 | ICASSP | A Non-Hierarchical Attention Network with Modality Dropout for Textual Response Generation in Multimodal Dialogue Systems. | Rongyi Sun, Borun Chen, Qingyu Zhou, Yinghui Li, Yunbo Cao, Hai-Tao Zheng |
| 2022 | NAACL | An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling. | Peiyi Wang, Runxin Xu, Tianyu Liu, Qingyu Zhou, Yunbo Cao, Baobao Chang, Zhifang Sui |
| 2021 | ACL | Improving BERT with Syntax-aware Local Attention. | Zhongli Li, Qingyu Zhou, Chao Li, Ke Xu, Yunbo Cao |
| 2021 | ACL | Dialogue Response Selection with Hierarchical Curriculum Learning. | Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang |
| 2021 | ACL | Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking. | Heng-Da Xu, Zhongli Li, Qingyu Zhou, Chao Li, Zizhen Wang, Yunbo Cao, Heyan Huang, Xian-Ling Mao |
| 2021 | EMNLP | Diversity and Consistency: Exploring Visual Question-Answer Pair Generation. | Sen Yang, Qingyu Zhou, Dawei Feng, Yang Liu, Chao Li, Yunbo Cao, Dongsheng Li |
| 2020 | COLING | At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization. | Qingyu Zhou, Furu Wei, Ming Zhou |
| 2019 | INLG | Towards Generating Math Word Problems from Equations and Topics. | Qingyu Zhou, Danqing Huang |
| 2018 | AAAI | Sequential Copying Networks. | Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou |
| 2018 | ACL | Using Intermediate Representations to Solve Math Word Problems. | Danqing Huang, Jin-Ge Yao, Chin-Yew Lin, Qingyu Zhou, Jian Yin |
| 2018 | ACL | Neural Document Summarization by Jointly Learning to Score and Select Sentences. | Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao |
| 2017 | ACL | Selective Encoding for Abstractive Sentence Summarization. | Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou |
| 2016 | ICMLC | SLDP: Sequence learning dependency parsing model using long short-term memory. | Qingyu Zhou, Dequan Zheng, Tiejun Zhao |