Sitemap

A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

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.