Publications

You can also browse my Google Scholar profile.

2021

  1. arXiv
    Continual Learning in Task-Oriented Dialogue Systems
    Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon, Paul Crook, Bing Liu, Zhou Yu, Eunjoon Cho, and Zhiguang Wang
    CoRR 2021
  2. AAAI-DEMO
    The Adapter-Bot: All-In-One Controllable Conversational Model
    Andrea Madotto, Zhaojiang Lin, Yejin Bang, and Pascale Fung
    In The Thirty-Fifty AAAI Conference on Artificial Intelligence, AAAI 2021. 2021
  3. AAAI
    CrossNER: Evaluating Cross-Domain Named Entity Recognition
    Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, and Pascale Fung
    In The Thirty-Fifty AAAI Conference on Artificial Intelligence, AAAI 2021. 2021
  4. AAAI
    On the Importance of Word Order Information in Cross-lingual Sequence Labeling
    Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Zhaojiang Lin, and Pascale Fung
    In The Thirty-Fifty AAAI Conference on Artificial Intelligence, AAAI 2021. 2021

2020

  1. EMNLP-Find.
    Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
    Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin, and Pascale Fung
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, EMNLP 2020, Online Event, 16-20 November 2020 2020
  2. EMNLP-Find.
    Plug-and-Play Conversational Models
    Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, and Pascale Fung
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, EMNLP 2020, Online Event, 16-20 November 2020 2020
  3. EMNLP-Find.
    Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning
    Zhaojiang Lin, Andrea Madotto, and Pascale Fung
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, EMNLP 2020, Online Event, 16-20 November 2020 2020
  4. EMNLP
    MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
    Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, and Pascale Fung
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020 2020
  5. ICASSP
    Generating Empathetic Responses by Looking Ahead the User’s Sentiment
    Jamin Shin, Peng Xu, Andrea Madotto, and Pascale Fung
    In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 2020
  6. ICLR
    Plug and Play Language Models: A Simple Approach to Controlled Text Generation
    Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, and Rosanne Liu
    In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020 2020
  7. IJCAI
    Exploration Based Language Learning for Text-Based Games
    Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, and Gökhan Tür
    In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020 2020
  8. INTERSPEECH
    Learning Fast Adaptation on Cross-Accented Speech Recognition
    Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, and Pascale Fung
    In Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October 2020 2020
  9. LREC
    Getting To Know You: User Attribute Extraction from Dialogues
    Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, and Pascale Fung
    In Proceedings of The 12th Language Resources and Evaluation Conference, LREC 2020, Marseille, France, May 11-16, 2020 2020
  10. arXiv
    Language Models as Few-Shot Learners for Task-Oriented Dialogue Systems
    Andrea Madotto, Zihan Liu, Zhaojiang Lin, and Pascale Fung
    CoRR 2020
  11. arXiv
    Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning
    Zihan Liu, Genta Indra Winata, Andrea Madotto, and Pascale Fung
    CoRR 2020
  12. arXiv
    Misinformation Has High Perplexity
    Nayeon Lee, Yejin Bang, Andrea Madotto, and Pascale Fung
    CoRR 2020
  13. arXiv
    XPersona: Evaluating Multilingual Personalized Chatbot
    Zhaojiang Lin, Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Yejin Bang, Etsuko Ishii, and Pascale Fung
    CoRR 2020

2019

  1. ACL
    Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
    Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, and Pascale Fung
    In Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers 2019
  2. ACL
    Personalizing Dialogue Agents via Meta-Learning
    Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, and Pascale Fung
    In Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers 2019
  3. NeurIPS-ConvAI
    Attention over Parameters for Dialogue Systems
    Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Jamin Shin, and Pascale Fung
    NeurIPS-ConvAI Workshop 2019
  4. WNLP
    Exploring Social Bias in Chatbots using Stereotype Knowledge
    Nayeon Lee, Andrea Madotto, and Pascale Fung
    In Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019 2019
  5. CoNLL
    Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences
    Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, and Pascale Fung
    In Proceedings of the 23rd Conference on Computational Natural Language Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019 2019
  6. EMNLP
    MoEL: Mixture of Empathetic Listeners
    Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, and Pascale Fung
    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, Hong Kong, China, November 3-7, 2019 2019
  7. EMNLP
    Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
    Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, and Pascale Fung
    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, Hong Kong, China, November 3-7, 2019 2019
  8. EMNLP
    Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning
    Peng Xu, Chien-Sheng Wu, Andrea Madotto, and Pascale Fung
    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, Hong Kong, China, November 3-7, 2019 2019
  9. SemEVAL
    CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification
    Genta Indra Winata, Andrea Madotto, Zhaojiang Lin, Jamin Shin, Yan Xu, Peng Xu, and Pascale Fung
    In Proceedings of the 13th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2019, Minneapolis, MN, USA, June 6-7, 2019 2019

2018

  1. ACL
    Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
    Andrea Madotto, Chien-Sheng Wu, and Pascale Fung
    In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers 2018
  2. CS-ACL
    Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning
    Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, and Pascale Fung
    In Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching@ACL 2018, Melbourne, Australia, July 19, 2018 2018
  3. ICASSP
    End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-Oriented Dialog
    Chien-Sheng Wu, Andrea Madotto, Genta Indra Winata, and Pascale Fung
    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018 2018
  4. WASSA
    Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training
    Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, and Pascale Fung
    In Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA@EMNLP 2018, Brussels, Belgium, October 31, 2018 2018

2017

  1. SemEVAL
    FA3L at SemEval-2017 Task 3: A ThRee Embeddings Recurrent Neural Network for Question Answering
    Giuseppe Attardi, Antonio Carta, Federico Errica, Andrea Madotto, and Ludovica Pannitto
    In Proceedings of the 11th International Workshop on Semantic Evaluation, SemEval@ACL 2017, Vancouver, Canada, August 3-4, 2017 2017