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「2021」

  • new 📚 Natural Language Processing: A Pre-trained Model Approach / 自然语言处理:基于预训练模型的方法
  • new Understanding Attention in Machine Reading Comprehension
    • Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhigang Chen. arXiv pre-print: 2108.11574. Bib arXiv
  • new ExpMRC: Explainability Evaluation for Machine Reading Comprehension
  • Adversarial Training for Machine Reading Comprehension with Virtual Embeddings
    • Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu. *SEM 2021 (co-event with ACL 2021). PDF Bib arXiv
  • Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering
    • Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu. arXiv pre-print: 2102.03741. Bib arXiv
  • Benchmarking Robustness of Machine Reading Comprehension Models
  • Bilingual Alignment Pre-training for Zero-shot Cross-lingual Transfer
    • Ziqing Yang, Wentao Ma, Yiming Cui, Jiani Ye, Wanxiang Che, Shijin Wang. arXiv pre-print: 2106.01732. Bib arXiv
  • 「2020」

  • Discriminative Sentence Modeling for Story Ending Prediction
    • Yiming Cui, Wanxiang Che, Wei-Nan Zhang, Ting Liu, Shijin Wang, Guoping Hu. AAAI 2020. PDF Bib arXiv
  • A Sentence Cloze Dataset for Chinese Machine Reading Comprehension
  • Revisiting Pre-Trained Models for Chinese Natural Language Processing
  • Unsupervised Explanation Generation for Machine Reading Comprehension
    • Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu. arXiv pre-print: 2011.06737. PDF Bib arXiv
  • CharBERT: Character-aware Pre-trained Language Model
  • Is Graph Structure Necessary for Multi-hop Question Answering?
    • Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu. EMNLP 2020. PDF Bib arXiv
  • Conversational Word Embedding for Retrieval-based Dialog System
  • TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing
  • Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting
  • 「2019」

  • Highly Influential Pre-Training with Whole Word Masking for Chinese BERT
  • Cross-Lingual Machine Reading Comprehension
  • A Span-Extraction Dataset for Chinese Machine Reading Comprehension
  • Contextual Recurrent Units for Cloze-style Reading Comprehension
    • Yiming Cui, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Zhipeng Chen, Shijin Wang, Guoping Hu. arXiv pre-print: 1911.05960. PDF Bib arXiv
  • Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions
    • Zhipeng Chen, Yiming Cui*, Wentao Ma, Shijin Wang, Guoping Hu. AAAI 2019. PDF Bib Slides arXiv
  • TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots
  • Improving Machine Reading Comprehension via Adversarial Training
    • Ziqing Yang, Yiming Cui, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu. arXiv pre-print: 1911.03614. PDF Bib arXiv
  • Exploiting Persona Information for Diverse Generation of Conversational Responses
    • Haoyu Song, Wei-Nan Zhang, Yiming Cui, Dong Wang, Ting Liu. IJCAI 2019. PDF Bib arXiv
  • CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension
    • Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, Zhiyuan Liu. CCL 2019. PDF Bib arXiv GitHub (240+⭐️)
  • 「2018」

  • Dataset for the First Evaluation on Chinese Machine Reading Comprehension
  • Context-Sensitive Generation of Open-Domain Conversational Responses
    • Wei-Nan Zhang, Yiming Cui, Yifa Wang, Qingfu Zhu, Lingzhi Li, Lianqiang Zhou, Ting Liu. COLING 2018. PDF Bib
  • HFL-RC System at SemEval-2018 Task 11: Hybrid Multi-Aspects Model for Commonsense Reading Comprehension
    • Zhipeng Chen, Yiming Cui*, Wentao Ma, Shijin Wang, Ting Liu, Guoping Hu. arXiv pre-print: 1803.05655. PDF Bib arXiv
  • A Car Manual Question Answering System based on Neural Network / 基于神经网络的汽车说明书问答系统
    • Le Qi, Yu Zhang, Wentao Ma, Yiming Cui, Shijin Wang, Ting Liu. Journal of Shanxi University (Natural Science Edition). PDF
  • 「2017」

  • Highly Influential Attention-over-Attention Neural Networks for Reading Comprehension
  • The Brilliant Chinese Achievements in SQuAD Challenge / 斯坦福SQuAD挑战赛的中国亮丽榜单
    • Yiming Cui, Ting Liu, Shijin Wang, Zhipeng Chen, Wentao Ma, Guoping Hu. Communication of CCF, 2017-09, Vol.13, Issue.9. PDF Bib
  • Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution
    • Ting Liu, Yiming Cui, Qingyu Yin, Wei-Nan Zhang, Shijin Wang, Guoping Hu. ACL 2017. PDF Bib Slides arXiv
  • 「2016」

  • Highly Influential Consensus Attention-based Neural Networks for Chinese Reading Comprehension
  • LSTM Neural Reordering Feature for Statistical Machine Translation
  • 「Before 2016」

  • Augmenting Phrase Table by Employing Lexicons for Pivot-based SMT
    • Yiming Cui, Conghui Zhu, Xiaoning Zhu, Tiejun Zhao arXiv pre-print: 1512.00170. PDF Bib arXiv
  • Context-extended Phrase Reordering Model for Pivot-based Statistical Machine Translation
    • Xiaoning Zhu, Tiejun Zhao, Yiming Cui, Conghui Zhu. IALP 2015. PDF Bib
  • The USTC Machine Translation System for IWSLT2014
    • Shijin Wang, Yuguang Wang, Jianfeng Li, Yiming Cui, Lirong Dai. IWSLT 2014. PDF Bib
  • Phrase Table Combination Deficiency Analyses in Pivot-based SMT
    • Yiming Cui, Conghui Zhu, Xiaoning Zhu, Tiejun Zhao, Dequan Zheng. NLDB 2013. PDF Bib
  • The HIT-LTRC Machine Translation System for IWSLT 2012
    • Xiaoning Zhu, Yiming Cui, Conghui Zhu, Tiejun Zhao, Hailong Cao. IWSLT 2012. PDF Bib Slides