Publications

Check the full publications here

2022

  1. CVPR
    FaceFormer: Speech-Driven 3D Facial Animation with Transformers
    Fan, Yingruo, Lin, Zhaojiang, Saito, Jun, Wang, Wenping, and Komura, Taku
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
    PDF Code

2021

  1. EMNLP
    Continual Learning in Task-Oriented Dialogue Systems
    Madotto, Andrea, Lin, Zhaojiang, Zhou, Zhenpeng, Moon, Seungwhan, Crook, Paul, Liu, Bing, Yu, Zhou, Cho, Eunjoon, and Wang, Zhiguang
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2021
    PDF Code
  2. EMNLP
    Zero-Shot Dialogue State Tracking via Cross-Task Transfer
    Lin, Zhaojiang, Liu, Bing, Madotto, Andrea, Moon, Seungwhan, Zhou, Zhenpeng, Crook, Paul A, Wang, Zhiguang, Yu, Zhou, Cho, Eunjoon, Subba, Rajen, and Fung, Pascale
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing 2021
    PDF Code
  3. NeurIPS
    BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling
    Lin, Zhaojiang, Madotto, Andrea, Winata, Genta Indra, Xu, Peng, Jiang, Feijun, Hu, Yuxiang, Shi, Chen, and Fung, Pascale
    In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1) 2021
    PDF Code
  4. NAACL
    Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking
    Lin, Zhaojiang, Liu, Bing, Moon, Seungwhan, Crook, Paul A, Zhou, Zhenpeng, Wang, Zhiguang, Yu, Zhou, Madotto, Andrea, Cho, Eunjoon, and Subba, Rajen
    In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 2021
    PDF Code
  5. CALCS
    Are Multilingual Models Effective in Code-Switching?
    Winata, Genta Indra, Cahyawijaya, Samuel, Liu, Zihan, Lin, Zhaojiang, Madotto, Andrea, and Fung, Pascale
    In Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching 2021
    PDF
  6. AAAI
    The Adapter-Bot: All-In-One Controllable Conversational Model
    Lin, Zhaojiang, Madotto, Andrea, Bang, Yejin, and Fung, Pascale
    In Proceedings of the AAAI Conference on Artificial Intelligence 2021
    PDF Code
  7. AAAI
    On the Importance of Word Order Information in Cross-lingual Sequence Labeling
    Liu, Zihan, Winata, Genta Indra, Cahyawijaya, Samuel, Madotto, Andrea, Lin, Zhaojiang, and Fung, Pascale
    In Proceedings of the AAAI Conference on Artificial Intelligence 2021
    PDF

2020

  1. arXiv
    Language models as few-shot learner for task-oriented dialogue systems
    Madotto, Andrea, Liu, Zihan, Lin, Zhaojiang, and Fung, Pascale
    arXiv preprint arXiv:2008.06239 2020
  2. EMNLP
    Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
    Liu, Zihan, Winata, Genta Indra, Xu, Peng, Lin, Zhaojiang, and Fung, Pascale
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2020
    PDF Code
  3. EMNLP
    MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
    Lin, Zhaojiang, Madotto, Andrea, Winata, Genta Indra, and Fung, Pascale
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2020
    PDF Code
  4. EMNLP-Findings
    Plug-and-Play Conversational Models
    Madotto, Andrea, Ishii, Etsuko, Lin, Zhaojiang, Dathathri, Sumanth, and Fung, Pascale
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings 2020
    PDF
  5. EMNLP-Findings
    Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
    Madotto, Andrea, Cahyawijaya, Samuel, Winata, Genta Indra, Xu, Yan, Liu, Zihan, Lin, Zhaojiang, and Fung, Pascale
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings 2020
    PDF Code
  6. ACL
    Meta-Transfer Learning for Code-Switched Speech Recognition
    Winata, Genta Indra, Cahyawijaya, Samuel, Lin, Zhaojiang, Liu, Zihan, Xu, Peng, and Fung, Pascale
    In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics 2020
    PDF Code
  7. arXiv
    Variational Transformers for Diverse Response Generation
    Lin, Zhaojiang, Winata, Genta Indra, Xu, Peng, Liu, Zihan, and Fung, Pascale
    arXiv preprint arXiv:2003.12738 2020
    arXiv Code
  8. arXiv
    XPersona: Evaluating Multilingual Personalized Chatbot
    Lin, Zhaojiang, Liu, Zihan, Winata, Genta Indra, Cahyawijaya, Samuel, Madotto, Andrea, Bang, Yejin, Ishii, Etsuko, and Fung, Pascale
    arXiv preprint arXiv:2003.07568 2020
    arXiv Code
  9. Interspeech
    Learning Fast Adaptation on Cross-Accented Speech Recognition
    Winata, Genta Indra, Cahyawijaya, Samuel, Liu, Zihan, Lin, Zhaojiang, Madotto, Andrea, Xu, Peng, and Fung, Pascale
    Proc. Interspeech 2020
    PDF Code
  10. AAAI
    Attention-informed mixed-language training for zero-shot cross-lingual task-oriented dialogue systems
    Liu, Zihan, Winata, Genta Indra, Lin, Zhaojiang, Xu, Peng, and Fung, Pascale
    In Proceedings of the AAAI Conference on Artificial Intelligence 2020
    PDF Code
  11. ICASSP
    Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer
    Winata, Genta Indra, Cahyawijaya, Samuel, Lin, Zhaojiang, Liu, Zihan, and Fung, Pascale
    In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020
    PDF
  12. AAAI
    CAiRE: An End-to-End Empathetic Chatbot
    Lin, Zhaojiang, Xu, Peng, Winata, Genta Indra, Siddique, Farhad Bin, Liu, Zihan, Shin, Jamin, and Fung, Pascale
    In Proceedings of the AAAI Conference on Artificial Intelligence 2020
    arXiv PDF
  13. ConvAI
    Attention over parameters for dialogue systems
    Madotto, Andrea, Lin, Zhaojiang, Wu, Chien-Sheng, Shin, Jamin, and Fung, Pascale
    arXiv preprint arXiv:2001.01871 2020
    arXiv
  14. LREC
    Getting To Know You: User Attribute Extraction from Dialogues
    Wu, Chien-Sheng, Madotto, Andrea, Lin, Zhaojiang, Xu, Peng, and Fung, Pascale
    In Proceedings of The 12th Language Resources and Evaluation Conference 2020
    PDF Code

2019

  1. EMNLP-IJCNLP
    MoEL: Mixture of Empathetic Listeners
    Lin, Zhaojiang, Madotto, Andrea, Shin, Jamin, Xu, Peng, and Fung, Pascale
    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) 2019
    PDF Code
  2. EMNLP-IJCNLP
    Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition
    Winata, Genta Indra, Lin, Zhaojiang, Shin, Jamin, Liu, Zihan, and Fung, Pascale
    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) 2019
    PDF Code
  3. RepL4NLP
    Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition
    Winata, Genta Indra, Lin, Zhaojiang, and Fung, Pascale
    In Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) 2019
    PDF Code
  4. ACL
    Personalizing dialogue agents via meta-learning
    Madotto, Andrea, Lin, Zhaojiang, Wu, Chien-Sheng, and Fung, Pascale
    In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 2019
    PDF Code
  5. SemEval
    CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification
    Winata, Genta Indra, Madotto, Andrea, Lin, Zhaojiang, Shin, Jamin, Xu, Yan, Xu, Peng, and Fung, Pascale
    In Proceedings of the 13th International Workshop on Semantic Evaluation 2019
    PDF Code
  6. ICASSP
    Learning comment generation by leveraging user-generated data
    Lin, Zhaojiang, Winata, Genta Indra, and Fung, Pascale
    In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
    PDF
  7. FinNLP
    Learning to learn sales prediction with social media sentiment
    Lin, Zhaojiang, Madotto, Andrea, Winata, Genta Indra, Liu, Zihan, Xu, Yan, Gao, Cong, and Fung, Pascale
    In Proceedings of the First Workshop on Financial Technology and Natural Language Processing 2019
    PDF