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publications
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, 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
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
Published in Proceedings of the Fourth Conference on Machine Translation (WMT-2019) in conjunction with ACL, 2019
Recommended citation: 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. http://www.statmt.org/wmt19/pdf/WMT0027.pdf
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
Published in EMNLP, 2019
Recommended citation: Liu, Z., Shin, J., Xu, Y., Winata, G. I., Xu, P., Madotto, A., & Fung, P. (2019, November). Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (pp. 1297-1303). https://www.aclweb.org/anthology/D19-1129.pdf
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning
Published in EMNLP, 2019
Recommended citation: Su, D., Xu, Y., Winata, G. I., Xu, P., Kim, H., Liu, Z., & Fung, P. (2019, November). Generalizing question answering system with pre-trained language model fine-tuning. In Proceedings of the 2nd Workshop on Machine Reading for Question Answering (pp. 203-211). https://www.aclweb.org/anthology/D19-5827.pdf
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
Published in Findings of EMNLP-2020, 2020
Recommended citation: Madotto, A., Cahyawijaya, S., Winata, G. I., Xu, Y., Liu, Z., Lin, Z., & Fung, P. (2020, November). Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings (pp. 2372-2394). https://www.aclweb.org/anthology/2020.findings-emnlp.215.pdf
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management
Published in NLP-COVID Workshop in EMNLP-2020, 2020
Recommended citation: Su, D., Xu, Y., Yu, T., Siddique, F. B., Barezi, E., & Fung, P. (2020, December). CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management. In Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020. https://openreview.net/forum?id=k8f2nsLqyTZ
Multi-hop Question Generation with Graph Convolutional Network
Published in Findings of EMNLP-2020, 2020
Recommended citation: Su, D., Xu, Y., Dai, W., Ji, Z., Yu, T., & Fung, P. (2020, November). Multi-hop Question Generation with Graph Convolutional Network. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings (pp. 4636-4647). https://www.aclweb.org/anthology/2020.findings-emnlp.416.pdf
CrossNER: Evaluating Cross-Domain Named Entity Recognition
Published in AAAI-2021, 2020
Recommended citation: Liu, Z., Xu, Y., Yu, T., Dai, W., Ji, Z., Cahyawijaya, S., ... & Fung, P. (2020). CrossNER: Evaluating Cross-Domain Named Entity Recognition. arXiv preprint arXiv:2012.04373. https://arxiv.org/abs/2012.04373
CAiRE in DialDoc21: Data Augmentation for Information-SeekingDialogue System
Published in Proceedings of the 1st International Workshop on Document-grounded Dialogue and Conversational QA in conjuction with ACL, 2021
Recommended citation: Ishii, E., Xu, Y., Winata, G. I., Lin, Z., Madotto, A., Liu, Z., ... & Fung, P. (2021). CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System. arXiv preprint arXiv:2106.03530. https://arxiv.org/pdf/2106.03530.pdf
Can Question Rewriting Help Conversational Question Answering?
Published in Insights Workshop in ACL 2022, 2022
Recommended citation: https://arxiv.org/pdf/2204.06239.pdf
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters
Published in DialDoc Workshop in ACL 2022, 2022
Recommended citation: Xu, Y., Ishii, E., Liu, Z., Winata, G. I., Su, D., Madotto, A., & Fung, P. (2021). Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. arXiv preprint arXiv:2105.06232. https://arxiv.org/pdf/2105.06232.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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