Posts by Collection

portfolio

publications

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

Published in International Conference on Electrical Engineering and Informatics (ICEEI) (Best Student Paper Award), 2015

Recommended citation: Winata, G. I., & Khodra, M. L. (2015, August). Handling imbalanced dataset in multi-label text categorization using Bagging and Adaptive Boosting. In 2015 International Conference on Electrical Engineering and Informatics (ICEEI) (pp. 500-505). IEEE. https://arxiv.org/ftp/arxiv/papers/1810/1810.11612.pdf

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

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

Recommended citation: Winata, G. I., Kampman, O. P., & Fung, P. (2018, April). Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 6204-6208). IEEE. https://arxiv.org/pdf/1805.12307.pdf

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

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

Recommended citation: Wu, C. S., Madotto, A., Winata, G. I., & Fung, P. (2018, April). End-to-end dynamic query memory network for entity-value independent task-oriented dialog. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 6154-6158). IEEE. https://ieeexplore.ieee.org/abstract/document/8461426/

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

Published in Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching in conjuction with ACL (top 2 systems), 2018

Recommended citation: Winata, G. I., Wu, C. S., Madotto, A., & Fung, P. (2018). Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. ACL 2018, 18(31.84), 110. https://www.aclweb.org/anthology/W18-32#page=122

CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification

Published in Proceedings of the 13th International Workshop on Semantic Evaluation in conjuction with NAACL (top 4 out of 160 teams), 2019

Recommended citation: Winata, G. I., Madotto, A., Lin, Z., Shin, J., Xu, Y., Xu, P., & Fung, P. (2019, June). CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification. In Proceedings of the 13th International Workshop on Semantic Evaluation (pp. 142-147). https://arxiv.org/pdf/1810.12264.pdf

Learning to Learn Sales Prediction with Social Media Sentiment

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

Recommended citation: Lin, Z., Madotto, A., Winata, G. I., Liu, Z., Xu, Y., Gao, C., & Fung, P. (2019, July). Learning to Learn Sales Prediction with Social Media Sentiment. In The First Workshop on Financial Technology and Natural Language Processing in conjunction with IJCAI 2019 (p. 47). https://www.aclweb.org/anthology/W19-55#page=57

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.