Publications

2023

  1. arXiv
    Successor Features for Efficient Multisubject Controlled Text Generation
    Meng Cao ,  Mehdi Fatemi ,  Jackie Chi Kit Cheung , and 1 more author
    arXiv preprint arXiv:2311.04921, 2023
  2. EMNLP
    Analyzing Multi-Sentence Aggregation in Abstractive Summarization via the Shapley Value
    Jingyi He ,  Meng Cao ,  and  Jackie Chi Kit Cheung
    In Proceedings of the 4th New Frontiers in Summarization Workshop , Dec 2023
  3. EMNLP
    Responsible AI Considerations in Text Summarization Research: A Review of Current Practices
    Yu Lu Liu ,  Meng Cao ,  Su Lin Blodgett , and 3 more authors
    In Findings of the Association for Computational Linguistics: EMNLP 2023 , Dec 2023
  4. ICLR
    Systematic Rectification of Language Models via Dead-end Analysis
    Meng Cao ,  Mehdi Fatemi ,  Jackie CK Cheung , and 1 more author
    In International Conference on Learning Representations , Dec 2023

2022

  1. EMNLP
    Learning with Rejection for Abstractive Text Summarization
    Meng Cao ,  Yue Dong ,  Jingyi He , and 1 more author
    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , Dec 2022
  2. ACL
    Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization
    Meng Cao ,  Yue Dong ,  and  Jackie Cheung
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , May 2022
  3. arXiv
    A Survey on Neural Abstractive Summarization Methods and Factual Consistency of Summarization
    Meng Cao
    arXiv preprint arXiv:2204.09519, May 2022

2020

  1. EMNLP
    Factual Error Correction for Abstractive Summarization Models
    Meng Cao ,  Yue Dong ,  Jiapeng Wu , and 1 more author
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , Nov 2020
  2. EMNLP
    TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion
    Jiapeng Wu ,  Meng Cao ,  Jackie Chi Kit Cheung , and 1 more author
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , Nov 2020

2019

  1. EMNLP-IJCNLP
    Referring Expression Generation Using Entity Profiles
    Meng Cao ,  and  Jackie Chi Kit Cheung
    In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) , Nov 2019