Publications [Google Scholar]

(#: Interns I (co-)mentored.)

(*: Equal contribution)

Conference

  • Type-driven Multi-Turn Corrections for Grammatical Error Correction
    Shaopeng Lai#, Qingyu Zhou, Jiali Zeng, Zhongli Li, Chao Li, Yunbo Cao and Jinsong Su.
    In Findings of ACL 2022 (Long Paper).

  • 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 and Hai-Tao Zheng.
    In Findings of ACL 2022 (Long Paper).

  • 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 and Yunbo Cao.
    In Findings of ACL 2022 (Long Paper).

  • 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 and Hai-Tao Zheng.
    In ICASSP 2022.

  • Diversity and Consistency: Exploring Visual Question-Answer Pair Generation
    Sen Yang#, Qingyu Zhou, Dawei Feng, Yang Liu, Chao Li, Yunbo Cao, and Dongsheng Li.
    In Findings of EMNLP 2021 (Long Paper).

  • 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 and Xian-Ling Mao.
    In Findings of ACL 2021 (Long Paper).

  • Improving BERT with Syntax-aware Local Attention
    Zhongli Li#, Qingyu Zhou, Chao Li, Ke Xu and Yunbo Cao.
    In Findings of ACL 2021 (Short Paper).

  • Dialogue Response Selection with Hierarchical Curriculum Learning
    Yixuan Su#, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier and Yan Wang.
    In ACL-IJCNLP 2021 (Long Paper).

  • At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization
    Qingyu Zhou, Furu Wei, Ming Zhou.
    In COLING 2020 (Long Paper).

  • Neural Document Summarization by Jointly Learning to Score and Select Sentences
    Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao.
    In ACL 2018 (Long Paper).
    [paper][arxiv][code][bib]

  • Selective Encoding for Abstractive Sentence Summarization
    Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou.
    In ACL 2017 (Long Paper).
    [paper][bib][arXiv][code]
    • Our development set and internal test set can be downloaded here.
  • Sequential Copying Networks
    Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou.
    In AAAI 2018.
    [paper][arxiv][poster][bib]
    • Our sentence summarization test set can be downloaded here. It solves the problem that previous test sets contain UNK in the reference summary.
  • Neural Question Generation from Text: A Preliminary Study
    Qingyu Zhou, Nan Yang, Furu Wei, Chuanqi Tan, Hangbo Bao, Ming Zhou.
    In NLPCC 2017.
    [bib][arXiv][NLPCC version][code]
  • Towards Generating Math Word Problems from Equations and Topics
    Qingyu Zhou *, Danqing Huang*. (Equal contribution)
    In INLG 2019 (Long Paper).
    [paper][bib]

  • Using Intermediate Representations to Solve Math Word Problems
    Danqing Huang, Jin-Ge Yao, Chin-Yew Lin, Qingyu Zhou, Jian Yin.
    In ACL 2018 (Long Paper).
  • I Know There Is No Answer: Modeling Answer Validation for Machine Reading Comprehension
    Chuanqi Tan, Furu Wei, Qingyu Zhou, Nan Yang, Weifeng Lv, Ming Zhou.
    In NLPCC 2018.