Publications

You can find the full list of my articles on my Google Scholar profile. I only list the articles which aren’t open-access or contain additional resources here.

Towards Improving Coherence and Diversity of Slogan Generation

Published in Natural Language Engineering, Cambridge University Press, 2022

Download paper here (as allowed by Cambridge University Press self-archiving policy)
Download dataset here

Recommended citation: Yiping Jin, Akshay Bhatia, Dittaya Wanvarie, Phu T.V. Le (In press). Towards Improving Coherence and Diversity of Slogan Generation. Natural Language Engineering. Cambridge University Press, UK. https://doi.org/10.1017/S1351324921000474

Learning From Noisy Out-of-Domain Corpus Using Dataless Classification

Published in Natural Language Engineering, Cambridge University Press, 2020

Download paper here (as allowed by Cambridge University Press self-archiving policy)
Download dataset here

Recommended citation: Yiping Jin, Dittaya Wanvarie, Phu Le (2019). Learning From Noisy Out-of-Domain Corpus Using Dataless Classification. Natural Language Engineering. Cambridge University Press, UK. https://doi.org/10.1017/S1351324920000340

Learning Only from Relevant Keywords and Unlabeled Documents

Published in Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2020

Download code here

Recommended citation: Charoenphakdee, Nontawat, et al. "Learning Only from Relevant Keywords and Unlabeled Documents." Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019. https://www.aclweb.org/anthology/D19-1411.pdf

Bridging the Gap between Research and Production with CODE

Published in Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2019), 2019

Download manuscript here (The final publication is available at http://link.springer.com)

Recommended citation: Yiping Jin, Dittaya Wanvarie, Phu Le (2019). Bridging the Gap between Research and Production with CODE. In Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2019). Macau, China. https://link.springer.com/chapter/10.1007/978-3-030-16142-2_22

Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising

Published in Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP 2017), 2017

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Selecting Domain-Specific Concepts for Question Generation With Lightly-Supervised Methods

Published in Proceedings of the 9th International Natural Language Generation Conference (INLG), 2016

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Mining Scientific Terms and their Definitions: A Study of the ACL Anthology

Published in Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP 2013), 2013

Recommended citation: Yiping Jin, Min-Yen Kan, Jun-Ping Ng and Xiangnan He (2013). Mining Scientific Terms and their Definitions: A Study of the ACL Antholog y. Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP 2013). Seattle, USA. https://www.aclweb.org/anthology/D13-1073/