Publications

2020

The Adapter-Bot: All-In-One Controllable Conversational Model

Zhaojiang Lin *, Andrea Madotto*, Yejin Bang, Pascale Fung

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

Zhaojiang Lin , Andrea Madotto, Genta Indra Winata, Pascale Fung

EMNLP 2020

[PAPER] [CODE]

Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems

Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin , Pascale Fung

Findings of EMNLP 2020

[PAPER] [CODE]

Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin , Pascale Fung

EMNLP 2020

[PAPER] [CODE]

Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning

Zhaojiang Lin *, Andrea Madotto*, Pascale Fung

Findings of EMNLP 2020

[PAPER] [CODE]

Plug-and-Play Conversational Models

Andrea Madotto*, Etsuko Ishii*, Zhaojiang Lin , Sumanth Dathathri, Pascale Fung

Findings of EMNLP 2020

[PAPER] [CODE]

Learning Fast Adaptation on Cross-Accented Speech Recognition

Genta Indra Winata*, Samuel Cahyawijaya*, Zihan Liu*, Zhaojiang Lin , Andrea Madotto, Peng Xu, Pascale Fung

Interspeech 2020

[PAPER] [VIDEO]

Meta-Transfer Learning for Code-Switched Speech Recognition

Genta Indra Winata*, Samuel Cahyawijaya*, Zhaojiang Lin , Zihan Liu, Peng Xu, Pascale Fung

ACL 2020

[PAPER] [CODE]

Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer

Genta Indra Winata*, Samuel Cahyawijaya*, Zhaojiang Lin , Zihan Liu, Pascale Fung

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020

[PAPER] [SLIDES] [VIDEO]

Variational Transformers for Diverse Response Generation

Zhaojiang Lin , Genta Indra Winata, Peng Xu, Zihan Liu, Pascale Fung

arXiv preprint arXiv 2020

[PAPER]

XPersona: Evaluating Multilingual Personalized Chatbot

Zhaojiang Lin *, Zihan Liu*, Genta Indra Winata*, Samuel Cahyawijaya*, Andrea Madotto*, Yejin Bang, Etsuko Ishii, Pascale Fung

arXiv preprint arXiv 2020

[PAPER] [CODE]

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems

Zihan Liu*, Genta Indra Winata*, Zhaojiang Lin , Peng Xu, Pascale Fung

AAAI 2020

[PAPER] [CODE]

CAiRE: An End-to-End Empathetic Chatbot

Zhaojiang Lin , Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, Pascale Fung

AAAI (System Demonstration) 2020

[PAPER] [DEMO]

2019

Attention over Parameters for Dialogue Systems

Andrea Madotto, Zhaojiang Lin , Chien-Sheng Wu, Jamin Shin, Pascale Fung

NeurIPS 2019 Conversational AI workshop 2019

Best Paper Award

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems

Zihan Liu, Genta Indra Winata, Zhaojiang Lin , Peng Xu, Pascale Fung

AAAI2020 oral 2019

[PAPER] [CODE]

MoEL: Mixture of Empathetic Listeners

Zhaojiang Lin , Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung

EMNLP 2019 (oral) 2019

[PAPER] [CODE]

Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition

Genta Indra Winata, Zhaojiang Lin , Jamin Shin, Zihan Liu, Pascale Fung

EMNLP 2019

[PAPER] [CODE]

Getting To Know You: User Attribute Extraction from Dialogues

Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin , Peng Xu, Pascale Fung

arXiv preprint arXiv 2019

Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition

Genta Indra Winata, Zhaojiang Lin , Pascale Fung

Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) in conjunction with ACL 2019

[PAPER] [CODE] [SLIDES]
Best Paper Award

Personalizing Dialogue Agents via Meta-Learning

Zhaojiang Lin *, Andrea Madotto*, Chien-Sheng Wu, Pascale Fung

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 2019

Learning to Learn Sales Prediction with Social Media Sentiment

Zhaojiang Lin , Andrea Madotto, Genta Indra Winata, Zihan Liu, Yan Xu, Cong Gao, Pascale Fung

The First Workshop on Financial Technology and Natural Language Processing in conjunction with IJCAI 2019

[PAPER] [SLIDES]

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, Pascale Fung

Proceedings of the 13th International Workshop on Semantic Evaluation in conjuction with NAACL 2019

[PAPER] [CODE]
Top 4 out of 160 teams

Learning Comment Generation by Leveraging User-generated Data

Zhaojiang Lin , Genta Indra Winata, Pascale Fung

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019

[PAPER] [SLIDES]