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.
Winata, G. I., Kampman, O., Yang, Y., Dey, A., & Fung, P. (2017). Nora the Empathetic Psychologist. In INTERSPEECH (pp. 3437-3438).
Wu, C. S., Madotto, A., Winata, G., & Fung, P. (2017). End-to-end recurrent entity network for entity-value independent goal-oriented dialog learning. In Dialog System Technology Challenges Workshop, DSTC6.
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.
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.
Winata, G. I., Madotto, A., Wu, C. S., & Fung, P. (2018). Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning. ACL 2018, 62.
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.
Winata, G. I., Madotto, A., Wu, C. S., & Fung, P. (2018). Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling. arXiv preprint arXiv:1810.10254.
Winata, G. I., Madotto, A., Wu, C. S., & Fung, P. (2018). Towards end-to-end automatic code-switching speech recognition. arXiv preprint arXiv:1810.12620.
Lin, Z., Winata, G. I., & Fung, P. (2019, May). Learning comment generation by leveraging user-generated data. In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 7225-7229). IEEE.
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).
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).
Liu, Z., Xu, Y., Winata, G. I., & Fung, P. (2019). Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring. Proceedings of the Fourth Conference on Machine Translation.
Winata, G. I., Lin, Z., & Fung, P. (2019). Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition. ACL 2019, 181.
Lin, Z., Xu, P., Winata, G. I., Liu, Z., & Fung, P. (2019). CAiRE: An End-to-End Empathetic Chatbot. arXiv preprint arXiv:1907.12108.
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk at London School of Testing, London, UK
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA