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  • 2023

    Form-NLU: Dataset for the Form Natural Language Understanding

    Ding, Y., Long, S., Huang, J., Ren, K., Luo, X., Chung, H. & Han, S. C., 19 Jul 2023, SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 2807-2816 10 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction

    Yang, J., Han, S. C., Long, S., Poon, J. & Nenadic, G., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 4385-4389 5 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • PDF-VQA: A New Dataset for Real-World VQA on PDF Documents

    Ding, Y., Luo, S., Chung, H. & Han, S. C., 18 Sept 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, ECML PKDD 2023, Proceedings Part VI. De Francisci Morales, G., Bonchi, F., Perlich, C., Ruchansky, N., Kourtellis, N. & Baralis, E. (eds.). 1 ed. Switzerland: Springer Nature Switzerland AG, p. 585-601 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14174 LNAI).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals

    Zhang, Z., Luo, S., Chen, J., Lai, S., Long, S., Chung, H. & Han, S. C., 27 Feb 2023, WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery (ACM), (WSDM - Proceedings of the ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
  • Visual Question Generation Under Multi-granularity Cross-Modal Interaction.

    Chai, Z., Wan, X., Han, S. C. & Poon, J., 29 Mar 2023, MultiMedia Modeling: 29th International Conference, MMM 2023, Bergen, Norway, January 9–12, 2023, Proceedings, Part I. Dang-Nguyen, D-T., Gurrin, C., Smeaton, A. F., Larson, M., Rudinac, S., Dao, M-S., Trattner, C. & Chen, P. (eds.). 1 ed. Cham: Springer, p. 255-266 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13833 LNCS).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    1 Citation (Scopus)
  • 2022

    GraDual: Graph-based Dual-modal Representation for Image-Text Matching

    Long, S., Han, S. C., Wan, X. & Poon, J., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. IEEE, Institute of Electrical and Electronics Engineers, p. 2463-2472 10 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    21 Citations (Scopus)
  • InducT-GCN: Inductive Graph Convolutional Networks for Text Classification

    Wang, K., Han, S. C. & Poon, J., 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, Institute of Electrical and Electronics Engineers, p. 1243-1249 7 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    10 Citations (Scopus)
  • K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment

    Lee, J., Lim, T., Lee, H., Jo, B., Kim, Y. S., Yoon, H-G. & Han, S. C., Oct 2022, Proceedings of the 29th International Conference on Computational Linguistics. Calzolari, N., Huang, C-R., Kim, H., Pustejovsky, J., Wanner, L., Choi, K-S., Ryu, P-M., Chen, H-H., Donatelli, L., Ji, H., Kurohashi, S., Paggio, P., Xue, N., Kim, S., Hahm, Y., He, Z., Lee, T. K., Santus, E., Bond, F. & Na, S-H. (eds.). Gyeongju: International Committee on Computational Linguistics, p. 3530-3538 9 p.

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
  • RoViST: Learning Robust Metrics for Visual Storytelling

    Wang, E., Han, S. C. & Poon, J., 2022, Findings of the Association for Computational Linguistics: NAACL 2022 - Findings. Association for Computational Linguistics (ACL), p. 2691-2702 12 p. (Findings of the Association for Computational Linguistics: NAACL 2022 - Findings).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    2 Citations (Scopus)
  • SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph Generation

    Bui, A. D., Han, S. C. & Poon, J., 3 Dec 2022, AI 2022: Advances in Artificial Intelligence. Aziz, H., Corrêa, D. & French, T. (eds.). 1 ed. Cham: Springer, p. 87-101 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13728 LNAI).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • Understanding Attention for Vision-and-Language Tasks

    Cao, F., Han, S. C., Long, S., Xu, C. & Poon, J., 2022, Proceedings of the 29th International Conference on Computational Linguistics. 1 ed. Gyeongju, Republic of Korea: International Committee on Computational Linguistics, Vol. 29. p. 3438-3453 16 p. 2022.coling-1.304. (Proceedings - International Conference on Computational Linguistics, COLING).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
    2 Citations (Scopus)
  • V-Doc: Visual questions answers with Documents

    Ding, Y., Huang, Z., Wang, R., Zhang, Y. H., Chen, X., Ma, Y., Chung, H. & Han, S. C., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, Institute of Electrical and Electronics Engineers, p. 21460-21466 7 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    9 Citations (Scopus)
  • Vision-and-Language Pretrained Models: A Survey

    Long, S., Cao, F., Han, S. C. & Yang, H., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 5530-5537 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    14 Citations (Scopus)
  • 2021

    Bi-directional joint neural networks for intent classification and slot filling

    Han, S. C., Long, S., Li, H., Weld, H. & Poon, J., 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. International Speech Communication Association, p. 3931-3935 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 5).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    4 Citations (Scopus)
  • CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection.

    Weld, H., Huang, G., Lee, J., Zhang, T., Wang, K., Guo, X., Long, S., Poon, J. & Han, S. C., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 2406-2416 11 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
    9 Citations (Scopus)
  • FedNLP: An Interpretable NLP System to Decode Federal Reserve Communications. An Interpretable NLP System to Decode Federal Reserve Communications

    Lee, J., Youn, H. L., Stevens, N., Poon, J. & Han, S. C., 2021, Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 2560-2564 5 p. 3462785. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    3 Citations (Scopus)
  • GLocal-K: Global and Local Kernels for Recommender Systems. Global and Local Kernels for Recommender Systems

    Han, S. C., Lim, T., Long, S., Burgstaller, B. & Poon, J., 26 Oct 2021, CIKM 2021: Proceedings of the 30th ACM International Conference on Information and Knowledge Management. USA: Association for Computing Machinery (ACM), p. 3063-3067 5 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    17 Citations (Scopus)
  • 2020

    Detect All Abuse! Toward Universal Abusive Language Detection Models

    Wang, K., Lu, D., Han, S. C., Long, S. & Poon, J., 2020, Proceedings of the 28th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 6366–6376

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
  • REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering

    Luo, S., Han, S. C., Sun, K. & Poon, J., 2020, Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings. Yang, H., Pasupa, K., Leung, A. C-S., Kwok, J. T., Chan, J. H. & King, I. (eds.). Springer, p. 520-532 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12532 LNCS).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    2 Citations (Scopus)
  • VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks

    Han, S. C., Long, S., Luo, S., Wang, K. & Poon, J., 2020, Proceedings of the 28th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 3107-3117

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
  • 2019

    Low resource named entity recognition using contextual word representation and neural cross-lingual knowledge transfer

    Han, S. C., Lin, Y., Long, S. & Poon, J., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 299-311 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11953 LNCS).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • 2018

    A Comparative Study of Online and Face-to-Face Embedded Systems Learning Course

    Chung, H., Sarker, S., Long, S., Ellis, L., Han, S. C. & Kang, B. H., 30 Jan 2018, Proceedings of the 20th Australasian Computing Education Conference, ACE 2018. Association for Computing Machinery (ACM), p. 63-72 10 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    5 Citations (Scopus)
  • Machine Learning for the Peer Assessment Credibility

    Lin, Y., Han, S. C. & Kang, B. H., 23 Apr 2018, The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018. Association for Computing Machinery (ACM), p. 117-118 2 p. (The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
  • 2017

    Intelligent Medical Case Based e-Learning System

    Ameen, S., Han, S. C., Lin, Y., Lah, M. & Kang, B. H., 2017, ACIS 2017 Proceedings. Association for Information Systems, 78

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
  • 2016

    Combining RDR-based machine learning approach and human expert knowledge for phishing prediction

    Chung, H., Chen, R., Han, S. C. & Kang, B. H., 2016, Trends in Artificial Intelligence: 14th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2016, Proceedings. Booth, R. & Zhang, M-L. (eds.). Springer-Verlag Italia Srl, p. 80-92 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9810 LNCS).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • Open-domain question answering framework using wikipedia

    Ameen, S., Chung, H., Han, S. C. & Kang, B. H., 2016, AI 2016: Advances in Artificial Intelligence - 29th Australasian Joint Conference, Proceedings. Kang, B. H. & Bai, Q. (eds.). Springer-Verlag Italia Srl, p. 623-635 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9992 LNAI).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    1 Citation (Scopus)
  • Predicting the rank of trending topics

    Kim, D., Han, S. C., Lee, S. & Kang, B. H., 2016, AI 2016: Advances in Artificial Intelligence - 29th Australasian Joint Conference, Proceedings. Kang, B. H. & Bai, Q. (eds.). Springer-Verlag Italia Srl, p. 636-647 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9992 LNAI).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    Open Access
  • Predicting the scale of trending topic diffusion among online communities

    Kim, D., Han, S. C., Lee, S. & Kang, B. H., 2016, Knowledge Management and Acquisition for Intelligent Systems - 14th Pacific Rim Knowledge Acquisition Workshop, PKAW 2016, Proceedings. Ohwada, H. & Yoshida, K. (eds.). Springer-Verlag Italia Srl, p. 153-165 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9806 LNCS).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • 2015

    Trending topics rank prediction

    Han, S. C., Chung, H. & Kang, B. H., 2015, Web Information Systems Engineering – WISE 2015: 16th International Conference, Proceedings. Cellary, W., Wang, D., Wang, J., Chen, S-C., Li, T., Wang, H. & Zhang, Y. (eds.). Springer-Verlag Italia Srl, p. 316-323 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9419).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    1 Citation (Scopus)
  • 2014

    Arduface: An embedded system analysis tool

    Xue, W., Chung, H., Han, S. C., Kim, Y. S. & Kang, B. H., 2014, PRICAI 2014: Trends in Artificial Intelligence. Springer, p. 472-483 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8862).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • Twitter trending topics meaning disambiguation

    Han, S. C., Chung, H., Kim, D. H., Lee, S. & Kang, B. H., 2014, Knowledge Management and Acquisition for Smart Systems and Services - 13th Pacific Rim Knowledge Acquisition Workshop, PKAW 2014, Proceedings. Kim, Y. S., Kang, B. H. & Richards, D. (eds.). Springer-Verlag Italia Srl, p. 126-137 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8863).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    4 Citations (Scopus)
  • 2012

    Crowd-Sourced Knowledge Bases

    Kim, Y. S., Kang, B. H., Ryu, S. H., Compton, P., Han, S. C. & Menzies, T., 2012, Knowledge Management and Acquisition for Intelligent Systems - 12th Pacific Rim Knowledge Acquisition Workshop, PKAW 2012, Proceedings. Richards, D. & Kang, B. H. (eds.). Springer-Verlag Italia Srl, p. 258-271 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7457 LNAI).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • Identifying the relevance of social issues to a target

    Han, S. C. & Kang, B. H., 2012, Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012. IEEE, Institute of Electrical and Electronics Engineers, p. 666-667 2 p. 6257947

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    9 Citations (Scopus)
  • It is time to prepare for the future: Forecasting social trends

    Han, S. C., Chung, H. & Kang, B. H., 2012, Computer Applications for Database, Education, and Ubiquitous Computing. Cham: Springer, p. 325-331 7 p. (Communications in Computer and Information Science; vol. 352 CCIS).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    7 Citations (Scopus)
  • Social issue gives you an opportunity: Discovering the personalised relevance of social issues

    Han, S. C. & Chung, H., 2012, Knowledge Management and Acquisition for Intelligent Systems: 12th Pacific Rim Knowledge Acquisition Workshop, PKAW 2012, Proceedings. Richards, D. & Kang, B. H. (eds.). Springer-Verlag Italia Srl, p. 272-284 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7457 LNAI).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    7 Citations (Scopus)
  • V&V to use agile approach in ES development: Why RDR works for expert system developments!

    Yoon, H., Han, S. C., Kang, B. H. & Park, S. B., 2012, Computer Applications for Software Engineering, Disaster Recovery, and Business Continuity: International Conferences, ASEA and DRBC 2012, Held in Conjunction with GST 2012, Proceedings. Cham: Springer, p. 113-120 8 p. (Communications in Computer and Information Science; vol. 340 CCIS).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

  • 2011

    Emergency-affected population identification and notification by using online social networks

    Pho, H., Han, S. C. & Kang, B. H., 2011, Software Engineering, Business Continuity, and Education: ASEA 2011. Cham: Springer, p. 541-550 10 p. (Communications in Computer and Information Science; vol. 257 CCIS).

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    1 Citation (Scopus)