Soyeon Caren Han

According to our database, Soyeon Caren Han authored at least 73 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MM-EMOG: Multi-Label Emotion Graph Representation for Mental Health Classification on Social Media.

Rina Carines Cabral, Soyeon Caren Han, Josiah Poon, Goran Nenadic

Robotics, March, 2024

M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding.

Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero

CoRR, 2024

A Survey of Large Language Models in Finance (FinLLMs).

Jean Lee, Nicholas Stevens, Soyeon Caren Han, Minseok Song

CoRR, 2024

SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling.

Eileen Wang, Soyeon Caren Han, Josiah Poon

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract).

Tianyi Chen, Feiqi Cao, Yihao Ding, Soyeon Caren Han

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

SceneGATE: Scene-Graph Based Co-Attention Networks for Text Visual Question Answering.

Feiqi Cao, Siwen Luo, Felipe Nunez, Zean Wen, Josiah Poon, Soyeon Caren Han

Robotics, June, 2023

DDI-MuG: Multi-aspect graphs for drug-drug interaction extraction.

Jie Yang, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han

Frontiers Digit. Health, March, 2023

A Survey of Joint Intent Detection and Slot Filling Models in Natural Language Understanding.

Henry Weld, Xiaoqi Huang, Siqu Long, Josiah Poon, Soyeon Caren Han

ACM Comput. Surv., 2023

Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets.

Henry Weld, Sijia Hu, Siqu Long, Josiah Poon, Soyeon Caren Han

CoRR, 2023

Graph Neural Networks for Text Classification: A Survey.

Kunze Wang, Yihao Ding, Soyeon Caren Han

CoRR, 2023

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

Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han

CoRR, 2023

Form-NLU: Dataset for the Form Language Understanding.

Yihao Ding, Siqu Long, Jiabin Huang, Kaixuan Ren, Xingxiang Luo, Hyunsuk Chung, Soyeon Caren Han

CoRR, 2023

StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series.

Jean Lee, Hoyoul Luis Youn, Josiah Poon, Soyeon Caren Han

CoRR, 2023

Tutorials at The Web Conference 2023.

Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

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

Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Form-NLU: Dataset for the Form Natural Language Understanding.

Yihao Ding, Siqu Long, Jiabin Huang, Kaixuan Ren, Xingxiang Luo, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

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

Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Visual Question Generation Under Multi-granularity Cross-Modal Interaction.

Zi Chai, Xiaojun Wan, Soyeon Caren Han, Josiah Poon

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion.

Kunze Wang, Soyeon Caren Han, Josiah Poon

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

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

Jie Yang, Soyeon Caren Han, Siqu Long, Josiah Poon, Goran Nenadic

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Workshop on Document Intelligence Understanding.

Soyeon Caren Han, Yihao Ding, Siwen Luo, Josiah Poon, HeeGuen Yoon, Zhe Huang, Paul Duuring, Eun-Jung Holden

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

In-Game Toxic Language Detection: Shared Task and Attention Residuals (Student Abstract).

Yuanzhe Jia, Weixuan Wu, Feiqi Cao, Soyeon Caren Han

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A survey on extraction of causal relations from natural language text.

Jie Yang, Soyeon Caren Han, Josiah Poon

Knowl. Inf. Syst., 2022

Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction.

Soyeon Caren Han, Siqu Long, Henry Weld, Josiah Poon

CoRR, 2022

In-game Toxic Language Detection: Shared Task and Attention Residuals.

Yuanzhe Jia, Weixuan Wu, Feiqi Cao, Soyeon Caren Han

CoRR, 2022

An Analysis of Deep Reinforcement Learning Agents for Text-based Games.

Chen Chen, Yue Dai, Josiah Poon, Soyeon Caren Han

CoRR, 2022

A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning.

Siqu Long, Rina Carines Cabral, Josiah Poon, Soyeon Caren Han

CoRR, 2022

ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification.

Kunze Wang, Soyeon Caren Han, Siqu Long, Josiah Poon

CoRR, 2022

Understanding Graph Convolutional Networks for Text Classification.

Soyeon Caren Han, Zihan Yuan, Kunze Wang, Siqu Long, Josiah Poon

CoRR, 2022

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

Siqu Long, Soyeon Caren Han, Xiaojun Wan, Josiah Poon

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

RoViST: Learning Robust Metrics for Visual Storytelling.

Eileen Wang, Soyeon Caren Han, Josiah Poon

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Vision-and-Language Pretrained Models: A Survey.

Siqu Long, Feiqi Cao, Soyeon Caren Han, Haiqin Yang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

InducT-GCN: Inductive Graph Convolutional Networks for Text Classification.

Kunze Wang, Soyeon Caren Han, Josiah Poon

Proceedings of the 26th International Conference on Pattern Recognition, 2022

V-Doc : Visual questions answers with Documents.

Yihao Ding, Zhe Huang, Runlin Wang, Yanhang Zhang, Xianru Chen, Yuzhong Ma, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis.

Siwen Luo, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han

Proceedings of the 29th International Conference on Computational Linguistics, 2022

K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment.

Jean Lee, Taejun Lim, Heejun Lee, Bogeun Jo, Yang Sok Kim, Hee-Geun Yoon, Soyeon Caren Han

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Understanding Attention for Vision-and-Language Tasks.

Feiqi Cao, Soyeon Caren Han, Siqu Long, Changwei Xu, Josiah Poon

Proceedings of the 29th International Conference on Computational Linguistics, 2022

SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph Generation.

Anh Duc Bui, Soyeon Caren Han, Josiah Poon

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

Utilizing Text Mining, Data Linkage and Deep Learning in Police and Health Records to Predict Future Offenses in Family and Domestic Violence.

George Karystianis, Rina Carines Cabral, Soyeon Caren Han, Josiah Poon, Tony Butler

Frontiers Digit. Health, 2021

Local Interpretations for Explainable Natural Language Processing: A Survey.

Siwen Luo, Hamish Ivison, Soyeon Caren Han, Josiah Poon

CoRR, 2021

A survey of joint intent detection and slot-filling models in natural language understanding.

Henry Weld, Xiaoqi Huang, Siqi Long, Josiah Poon, Soyeon Caren Han

CoRR, 2021

FedNLP: An Interpretable NLP System to Decode Federal Reserve Communications.

Jean Lee, Hoyoul Luis Youn, Nicholas Stevens, Josiah Poon, Soyeon Caren Han

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling.

Soyeon Caren Han, Siqu Long, Huichun Li, Henry Weld, Josiah Poon

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

GLocal-K: Global and Local Kernels for Recommender Systems.

Soyeon Caren Han, Taejun Lim, Siqu Long, Bernd Burgstaller, Josiah Poon

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection.

Henry Weld, Guanghao Huang, Jean Lee, Tongshu Zhang, Kunze Wang, Xinghong Guo, Siqu Long, Josiah Poon, Soyeon Caren Han

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks.

Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon

CoRR, 2020

REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering.

Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Detect All Abuse! Toward Universal Abusive Language Detection Models.

Kunze Wang, Dong Lu, Soyeon Caren Han, Siqu Long, Josiah Poon

Proceedings of the 28th International Conference on Computational Linguistics, 2020

VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks.

Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Low Resource Named Entity Recognition Using Contextual Word Representation and Neural Cross-Lingual Knowledge Transfer.

Soyeon Caren Han, Yingru Lin, Siqu Long, Josiah Poon

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

RDR-based knowledge based system to the failure detection in industrial cyber physical systems.

Dohyeong Kim, Soyeon Caren Han, Yingru Lin, Byeong Ho Kang, Sungyoung Lee

Knowl. Based Syst., 2018

iCBLS: An interactive case-based learning system for medical education.

Maqbool Ali, Soyeon Caren Han, Hafiz Syed Muhammad Bilal, Sungyoung Lee, Matthew Jee Yun Kang, Byeong Ho Kang, Muhammad Asif Razzaq, Muhammad Bilal Amin

Int. J. Medical Informatics, 2018

A Hybrid Failure Diagnosis and Prediction using Natural Language-based Process Map and Rule-based Expert System.

Dohyeong Kim, Yingru Lin, Sungyoung Lee, Byeong Ho Kang, Soyeon Caren Han

Int. J. Comput. Commun. Control, 2018

A Data-Driven Knowledge Acquisition System: An End-to-End Knowledge Engineering Process for Generating Production Rules.

Maqbool Ali, Rahman Ali, Wajahat Ali Khan, Soyeon Caren Han, Jae Hun Bang, Tae Ho Hur, Dohyeong Kim, Sungyoung Lee, Byeong Ho Kang

IEEE Access, 2018

Machine Learning for the Peer Assessment Credibility.

Yingru Lin, Soyeon Caren Han, Byeong Ho Kang

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

A comparative study of online and face-to-face embedded systems learning course.

Hyunsuk Chung, Siqu Long, Soyeon Caren Han, Shouvojit Sarker, Leonie Ellis, Byeong Ho Kang

Proceedings of the 20th Australasian Computing Education Conference, Brisbane, QLD, Australia, January 30, 2018

2017

IoTFLiP: IoT-based flipped learning platform for medical education.

Maqbool Ali, Hafiz Syed Muhammad Bilal, Muhammad Asif Razzaq, Jawad Khan, Sungyoung Lee, Muhammad Idris, Mohammad Aazam, Taebong Choi, Soyeon Caren Han, Byeong Ho Kang

Digit. Commun. Networks, 2017

Intelligent Medical Case Based e-Learning System.

Saleem Ameen, Soyeon Caren Han, Yingru Lin, Minjae Lah, Byeong Ho Kang

Proceedings of the Australasian Conference on Information Systems, 2017

2016

Chinese trending search terms popularity rank prediction.

Soyeon Caren Han, Yulu Liang, Hyunsuk Chung, Hyejin Kim, Byeong Ho Kang

Inf. Technol. Manag., 2016

Combining RDR-Based Machine Learning Approach and Human Expert Knowledge for Phishing Prediction.

Hyunsuk Chung, Renjie Chen, Soyeon Caren Han, Byeong Ho Kang

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Predicting the Scale of Trending Topic Diffusion Among Online Communities.

Do Hyeong Kim, Soyeon Caren Han, Sungyoung Lee, Byeong Ho Kang

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2016

Predicting the Rank of Trending Topics.

Do Hyeong Kim, Soyeon Caren Han, Sungyoung Lee, Byeong Ho Kang

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

Open-Domain Question Answering Framework Using Wikipedia.

Saleem Ameen, Hyunsuk Chung, Soyeon Caren Han, Byeong Ho Kang

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015

Exploring a role for MCRDR in enhancing telehealth diagnostics.

Soyeon Caren Han, Luke Mirowski, Byeong Ho Kang

Multim. Tools Appl., 2015

Trending Topics Rank Prediction.

Soyeon Caren Han, Hyunsuk Chung, Byeong Ho Kang

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

2014

Using MCRDR based Agile approach for expert system development.

Soyeon Caren Han, Hee-Geun Yoon, Byeong Ho Kang, Seong-Bae Park

Computing, 2014

Arduface: An Embedded System Analysis Tool.

Wanli Xue, Hyunsuk Chung, Soyeon Caren Han, Yang Sok Kim, Byeong Ho Kang

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Twitter Trending Topics Meaning Disambiguation.

Soyeon Caren Han, Hyunsuk Chung, Do Hyeong Kim, Sungyoung Lee, Byeong Ho Kang

Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2014

2012

Crowd-Sourced Knowledge Bases.

Yang Sok Kim, Byeong Ho Kang, Seung Hwan Ryu, Paul Compton, Soyeon Caren Han, Tim Menzies

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

Social Issue Gives You an Opportunity: Discovering the Personalised Relevance of Social Issues.

Soyeon Caren Han, Hyunsuk Chung

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

Identifying the Relevance of Social Issues to a Target.

Soyeon Caren Han, Byeong Ho Kang

Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

It Is Time to Prepare for the Future: Forecasting Social Trends.

Soyeon Caren Han, Hyunsuk Chung, Byeong Ho Kang

Proceedings of the Computer Applications for Database, Education, and Ubiquitous Computing, 2012

2011

Emergency-Affected Population Identification and Notification by Using Online Social Networks.

Huong Pho, Soyeon Caren Han, Byeong Ho Kang

Proceedings of the Software Engineering, Business Continuity, and Education, 2011