Publications

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]

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

EMNLP 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]

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences

Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung

CoNLL 2019

[PAPER]

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

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

arXiv preprint arXiv 2019

[PAPER]

On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression

Genta Indra Winata, Andrea Madotto, Jamin Shin, Elham J. Barezi, Pascale Fung

The 33rd Pacific Asia Conference on Language, Information and Computation (PACLIC) 2019

[PAPER] [SLIDES]

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

Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring

Zihan Liu, Yan Xu, Genta Indra Winata and Pascale Fung

Proceedings of the Fourth Conference on Machine Translation (WMT-2019) in conjunction with ACL 2019

[PAPER]

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]

Towards End-to-end Automatic Code-Switching Speech Recognition

Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung

arXiv preprint arXiv 2018

[PAPER]

Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling

Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung

arXiv preprint arXiv 2018

[PAPER]

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition

Genta Indra Winata, Chien-Sheng Wu, Andrea Madotto, Pascale Fung

Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching in conjuction with ACL 2018

[PAPER]
Top 2 Systems

Code-Switching Language Modeling Using Syntax-aware Multi-task Learning

Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung

Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching in conjuction with ACL 2018

[PAPER] [CODE]

End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-Oriented Dialog

Chien-Sheng Wu, Andrea Madotto, Genta Indra Winata, Pascale Fung

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018

[PAPER]

Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision

Genta Indra Winata, Onno Pepijn Kampman, Pascale Fung

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018

[PAPER] [CODE]

End-to-End Recurrent Entity Network for Entity-Value Independent Goal-Oriented Dialog Learning

Chien-Sheng Wu, Andrea Madotto, Genta Indra Winata, Pascale Fung

Dialog System Technology Challenges Workshop, DSTC6 2017

[PAPER]
Top 2 Systems

Nora the Empathetic Psychologist

Genta Indra Winata, Onno Kampman, Yang Yang, Anik Dey, Pascale Fung

Interspeech (System Demonstration) 2017

[PAPER]

Handling Imbalanced Dataset in Multi-label Text Categorization using Bagging and Adaptive Boosting

Genta Indra Winata, Masayu Leylia Khodra

International Conference on Electrical Engineering and Informatics (ICEEI) 2015

[PAPER] [SLIDES]
Best Student Paper Award