Publications

Publications from time to time

2025

  1. arXiv
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    Antileak-bench: Preventing data contamination by automatically constructing benchmarks with updated real-world knowledge
    Xiaobao Wu, Liangming Pan, Yuxi Xie, and 7 more authors
    arXiv preprint arXiv:2412.13670, 2025
  2. AAAI
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    Towards Verifiable Text Generation with Generative Agent
    Ji Bin, Liu Huijun, Du Mingzhe, and 5 more authors
    Proceedings of the AAAI Conference on Artificial Intelligence, 2025

2024

  1. NeurIPS
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    Mercury: An Efficiency Benchmark for LLM Code Synthesis
    Mingzhe Du, Anh Tuan Luu, Bin Ji, and 2 more authors
    Conference on Neural Information Processing Systems, 2024
  2. ECAI
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    Counseling Responses for Mental Health Forum Questions with Early Maladaptive Schema Prediction
    Das Gollapalli Sujatha, Ang Beng Heng, Du Mingzhe, and 1 more author
    European Conference on Artificial Intelligence, 2024
  3. arXiv
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    Rethinking the Influence of Source Code on Test Case Generation
    Dong Huang, Jie M Zhang, Mingzhe Du, and 2 more authors
    arXiv preprint arXiv:2402.07844, 2024
  4. arXiv
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    CodeArena: A Dynamic Evaluation Framework for Code Generation
    Mingzhe Du, Luu Anh Tuan, Ji Bin, and 2 more authors
    arXiv preprint, 2024
  5. arXiv
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    Committee:Mitigating Language Model Bias via Weak Supervision
    Mingzhe Du, Anh Tuan Luu, Bingchen Wang, and 2 more authors
    arXiv preprint, 2024
  6. AAAI
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    Chain-of-Thought Improves Text Generation with Citations in Large Language Models
    Bin Ji, Huijun Liu, Mingzhe Du, and 1 more author
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2024

2023

  1. TLDK
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    Constituency-Informed and Constituency-Constrained Extractive Question Answering with Heterogeneous Graph Transformer
    Mingzhe Du, Mouad Hakam, See-Kiong Ng, and 1 more author
    In Transactions on Large-Scale Data-and Knowledge-Centered Systems LIII, 2023
  2. WWW
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    Identifying Checkworthy Cure Claims on Twitter
    Sujatha Das Gollapalli, Mingzhe Du, and See-Kiong Ng
    In Proceedings of the ACM Web Conference 2023, 2023
  3. AAAI
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    Generating Reflective Questions for Engaging Gallery Visitors in ArtMuse
    Sujatha Das Gollapalli, Mingzhe Du, and See-Kiong Ng
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2023
  4. AAAI
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    From Static to Dynamic: A Continual Learning Framework for Large Language Models
    Mingzhe Du, Anh Tuan Luu, Bin Ji, and 1 more author
    arXiv preprint arXiv:2310.14248, 2023
  5. Openreview
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    Debiasing Language Models Using Energy-Guided Ordinary Differential Equations
    Mingzhe Du, Anh Tuan Luu, Bin Ji, and 1 more author
    Openreview id:kaFrlUcAn3, 2023

2022

  1. CLEF
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    NUS-IDS at CheckThat! 2022: identifying check-worthiness of tweets using CheckthaT5
    Du Mingzhe, Gollapalli Sujatha Das, and Ng See-Kiong
    Working Notes of CLEF, 2022
  2. arXiv
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    Image Semantic Relation Generation
    Mingzhe Du
    arXiv preprint arXiv:2210.11253, 2022