Soyeon Caren Han

152 papers A* 15A 12B 8C 5Misc 1Journal 92Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
BRIDGE: Benchmark for multi-hop Reasoning In long multimodal Documents with Grounded Evidence.
CoRR
Biao Xiang, Soyeon Caren Han, Yihao Ding
2026 J jnl
Deep learning based visually rich document content understanding: a survey.
Artif. Intell. Rev.
Yihao Ding, Soyeon Caren Han, Jean Lee, Eduard H. Hovy
2026 J jnl
Diagnosing Causal Reasoning in Vision-Language Models via Structured Relevance Graphs.
CoRR
Dhita Putri Pratama, Soyeon Caren Han, Yihao Ding
2026 J jnl
EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection.
CoRR
Shuo Yang, Soyeon Caren Han, Xueqi Ma, Yan Li, Mohammad Reza Ghasemi Madani, Eduard H. Hovy
2026 A* conf
HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection.
WWW
Zhili Nicholas Liang, Soyeon Caren Han, Qizhou Wang, Christopher Leckie
2026 J jnl
HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection.
CoRR
Zhili Nicholas Liang, Soyeon Caren Han, Qizhou Wang, Christopher Leckie
2026 J jnl
Physics-based phenomenological characterization of cross-modal bias in multimodal models.
CoRR
Hyeongmo Kim, Sohyun Kang, Yerin Choi, Seungyeon Ji, Junhyuk Woo, Hyunsuk Chung, Soyeon Caren Han, Kyungreem Han
2026 J jnl
SynJAC: synthetic-data-driven joint-granular adaptation and calibration for domain specific scanned document key information extraction.
Inf. Fusion
Yihao Ding, Soyeon Caren Han, Zechuan Li, Hyunsuk Chung
2026 J jnl
ToolTree: Efficient LLM Agent Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning.
CoRR
Shuo Yang, Soyeon Caren Han, Yihao Ding, Shuhe Wang, Eduard H. Hovy
2026 J jnl
When Is Rank-1 Enough? Geometry-Guided Initialization for Parameter-Efficient Fine-Tuning.
CoRR
Haoran Zhao, Soyeon Caren Han, Eduard H. Hovy
2026 J jnl
When More Is Less: A Systematic Analysis of Spatial and Commonsense Information for Visual Spatial Reasoning.
CoRR
Muku Akasaka, Soyeon Caren Han
2025 A* conf
3M-Game: Multi-Modal Multi-Task Multi-Teacher Learning for Game Event Detection (Student Abstract).
AAAI
Thye Shan Ng, Feiqi Cao, Soyeon Caren Han
2025 J jnl
A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation (GALI).
CoRR
Yan Li, Tianyi Zhang, Zechuan Li, Soyeon Caren Han
2025 A conf
DocDiscNER: Enhanced Document-Level Discontinuous NER via Coordination Ellipses Resolution and Self-Consistency Decoding.
ECAI
Areej Alhassan, Viktor Schlegel, Rina Carines Cabral, Riza Batista-Navarro, Soyeon Caren Han, Josiah Poon, Goran Nenadic
2025 J jnl
DocHop-QA: Towards Multi-Hop Reasoning over Multimodal Document Collections.
CoRR
Jiwon Park, Seohyun Pyeon, Jinwoo Kim, Rina Carines Cabral, Yihao Ding, Soyeon Caren Han
2025 J jnl
EMMM, Explain Me My Model! Explainable Machine Generated Text Detection in Dialogues.
CoRR
Angela Yifei Yuan, Haoyi Li, Soyeon Caren Han, Christopher Leckie
2025 A* conf
Graph-Based Multimodal Contrastive Learning for Chart Question Answering.
SIGIR
Yue Dai, Soyeon Caren Han, Wei Liu
2025 A conf
KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs.
CIKM
Lorenzo Vaiani, Yihao Ding, Luca Cagliero, Jean Lee, Paolo Garza, Josiah Poon, Soyeon Caren Han
2025 J jnl
Large Language Models in Finance (FinLLMs).
Neural Comput. Appl.
Jean Lee, Nicholas Stevens, Soyeon Caren Han
2025 J jnl
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering.
CoRR
Shuo Yang, Siwen Luo, Soyeon Caren Han, Eduard H. Hovy
2025 J jnl
MAP4TS: A Multi-Aspect Prompting Framework for Time-Series Forecasting with Large Language Models.
CoRR
Suchan Lee, Jihoon Choi, Sohyeon Lee, Minseok Song, Bong-Gyu Jang, Hwanjo Yu, Soyeon Caren Han
2025 — conf
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU.
NAACL (Findings)
Yan Li, So-Eon Kim, Seong-Bae Park, Soyeon Caren Han
2025 J jnl
MUSEKG: A Knowledge Graph Over Museum Collections.
CoRR
Jinhao Li, Jianzhong Qi, Soyeon Caren Han, Eun-Jung Holden
2025 A* conf
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract).
AAAI
Shuo Yang, Siwen Luo, Soyeon Caren Han
2025 J jnl
Multimodal Graph Constrastive Learning and Prompt for ChartQA.
CoRR
Yue Dai, Soyeon Caren Han, Wei Liu
2025 J jnl
SPADE: Systematic Prompt Framework for Automated Dialogue Expansion in Machine-Generated Text Detection.
CoRR
Haoyi Li, Angela Yifei Yuan, Soyeon Caren Han, Christopher Leckie
2025 J jnl
SPANER: Shared Prompt Aligner for Multimodal Semantic Representation.
CoRR
Thye Shan Ng, Soyeon Caren Han, Eun-Jung Holden
2025 J jnl
SynDoc: A Hybrid Discriminative-Generative Framework for Enhancing Synthetic Domain-Adaptive Document Key Information Extraction.
CoRR
Yihao Ding, Soyeon Caren Han, Yanbei Jiang, Yan Li, Zechuan Li, Yifan Peng
2025 A* conf
TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition.
WWW
Rina Carines Cabral, Soyeon Caren Han, Areej Alhassan, Riza Batista-Navarro, Goran Nenadic, Josiah Poon
2025 J jnl
UniCast: A Unified Multimodal Prompting Framework for Time Series Forecasting.
CoRR
Sehyuk Park, Soyeon Caren Han, Eduard H. Hovy
2025 A* conf
VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding.
IJCAI
Yihao Ding, Soyeon Caren Han, Yan Li, Josiah Poon
2025 J jnl
VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding.
CoRR
Yihao Ding, Soyeon Caren Han, Yan Li, Josiah Poon
2024 J jnl
'No' Matters: Out-of-Distribution Detection in Multimodality Long Dialogue.
CoRR
Rena Gao, Xuetong Wu, Siwen Luo, Soyeon Caren Han, Feng Liu
2024 A conf
3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection.
CIKM
Rina Carines Cabral, Siwen Luo, Josiah Poon, Soyeon Caren Han
2024 J jnl
3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection.
CoRR
Rina Carines Cabral, Siwen Luo, Josiah Poon, Soyeon Caren Han
2024 J jnl
3M: Multi-modal Multi-task Multi-teacher Learning for Game Event Detection.
CoRR
Thye Shan Ng, Feiqi Cao, Soyeon Caren Han
2024 — conf
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding.
ACL (Findings)
Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero
2024 J jnl
A Survey of Large Language Models in Finance (FinLLMs).
CoRR
Jean Lee, Nicholas Stevens, Soyeon Caren Han, Minseok Song
2024 J jnl
ChuLo: Chunk-Level Key Information Representation for Long Document Processing.
CoRR
Yan Li, Soyeon Caren Han, Yue Dai, Feiqi Cao
2024 J jnl
DAViD: Domain Adaptive Visually-Rich Document Understanding with Synthetic Insights.
CoRR
Yihao Ding, Soyeon Caren Han, Zechuan Li, Hyunsuk Chung
2024 J jnl
Deep Learning based Visually Rich Document Content Understanding: A Survey.
CoRR
Yihao Ding, Jean Lee, Soyeon Caren Han
2024 J jnl
GEM-VPC: A dual Graph-Enhanced Multimodal integration for Video Paragraph Captioning.
CoRR
Eileen Wang, Soyeon Caren Han, Josiah Poon
2024 J jnl
Game-MUG: Multimodal Oriented Game Situation Understanding and Commentary Generation Dataset.
CoRR
Zhihao Zhang, Feiqi Cao, Yingbin Mo, Yiran Zhang, Josiah Poon, Soyeon Caren Han
2024 J jnl
Graph neural networks for text classification: a survey.
Artif. Intell. Rev.
Kunze Wang, Yihao Ding, Soyeon Caren Han
2024 J jnl
Local Interpretations for Explainable Natural Language Processing: A Survey.
ACM Comput. Surv.
Siwen Luo, Hamish Ivison, Soyeon Caren Han, Josiah Poon
2024 J jnl
M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding.
CoRR
Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero
2024 J jnl
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU.
CoRR
Yan Li, So-Eon Kim, Seong-Bae Park, Soyeon Caren Han
2024 J jnl
MM-EMOG: Multi-Label Emotion Graph Representation for Mental Health Classification on Social Media.
Robotics
Rina Carines Cabral, Soyeon Caren Han, Josiah Poon, Goran Nenadic
2024 A* conf
MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering.
IJCAI
Yihao Ding, Kaixuan Ren, Jiabin Huang, Siwen Luo, Soyeon Caren Han
2024 A conf
MSG-Chart: Multimodal Scene Graph for ChartQA.
CIKM
Yue Dai, Soyeon Caren Han, Wei Liu
2024 J jnl
MSG-Chart: Multimodal Scene Graph for ChartQA.
CoRR
Yue Dai, Soyeon Caren Han, Wei Liu
2024 J jnl
Multimodal Commonsense Knowledge Distillation for Visual Question Answering.
CoRR
Shuo Yang, Siwen Luo, Soyeon Caren Han
2024 A* conf
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and Beyond.
ACM Multimedia
Soyeon Caren Han, Feiqi Cao, Josiah Poon, Roberto Navigli
2024 J jnl
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and Beyond.
CoRR
Soyeon Caren Han, Feiqi Cao, Josiah Poon, Roberto Navigli
2024 J jnl
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering.
CoRR
Yihao Ding, Kaixuan Ren, Jiabin Huang, Siwen Luo, Soyeon Caren Han
2024 A* conf
PEACH: Pretrained-Embedding Explanation across Contextual and Hierarchical Structure.
IJCAI
Feiqi Cao, Soyeon Caren Han, Hyunsuk Chung
2024 J jnl
PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure.
CoRR
Feiqi Cao, Soyeon Caren Han, Hyunsuk Chung
2024 J jnl
Phishing URL detection generalisation using Unsupervised Domain Adaptation.
Comput. Networks
Fariza Rashid, Ben Doyle, Soyeon Caren Han, Suranga Seneviratne
2024 — conf
SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling.
EACL (1)
Eileen Wang, Soyeon Caren Han, Josiah Poon
2024 J jnl
SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling.
CoRR
Eileen Wang, Soyeon Caren Han, Josiah Poon
2024 A* conf
The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract).
AAAI
Tianyi Chen, Feiqi Cao, Yihao Ding, Soyeon Caren Han
2024 J jnl
TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition.
CoRR
Rina Carines Cabral, Soyeon Caren Han, Areej Alhassan, Riza Batista-Navarro, Goran Nenadic, Josiah Poon
2023 J jnl
A Survey of Joint Intent Detection and Slot Filling Models in Natural Language Understanding.
ACM Comput. Surv.
Henry Weld, Xiaoqi Huang, Siqu Long, Josiah Poon, Soyeon Caren Han
2023 J jnl
DDI-MuG: Multi-aspect graphs for drug-drug interaction extraction.
Frontiers Digit. Health
Jie Yang, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han
2023 J jnl
Form-NLU: Dataset for the Form Language Understanding.
CoRR
Yihao Ding, Siqu Long, Jiabin Huang, Kaixuan Ren, Xingxiang Luo, Hyunsuk Chung, Soyeon Caren Han
2023 A* conf
Form-NLU: Dataset for the Form Natural Language Understanding.
SIGIR
Yihao Ding, Siqu Long, Jiabin Huang, Kaixuan Ren, Xingxiang Luo, Hyunsuk Chung, Soyeon Caren Han
2023 J jnl
Graph Neural Networks for Text Classification: A Survey.
CoRR
Kunze Wang, Yihao Ding, Soyeon Caren Han
2023 A* conf
In-Game Toxic Language Detection: Shared Task and Attention Residuals (Student Abstract).
AAAI
Yuanzhe Jia, Weixuan Wu, Feiqi Cao, Soyeon Caren Han
2023 A conf
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction.
CIKM
Jie Yang, Soyeon Caren Han, Siqu Long, Josiah Poon, Goran Nenadic
2023 J jnl
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction.
CoRR
Jie Yang, Soyeon Caren Han, Siqu Long, Josiah Poon, Goran Nenadic
2023 — conf
PDF-VQA: A New Dataset for Real-World VQA on PDF Documents.
ECML/PKDD (6)
Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han
2023 J jnl
PDFVQA: A New Dataset for Real-World VQA on PDF Documents.
CoRR
Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han
2023 A conf
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals.
WSDM
Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han
2023 — conf
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion.
EMNLP (Findings)
Kunze Wang, Soyeon Caren Han, Josiah Poon
2023 J jnl
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion.
CoRR
Kunze Wang, Soyeon Caren Han, Josiah Poon
2023 J jnl
SceneGATE: Scene-Graph Based Co-Attention Networks for Text Visual Question Answering.
Robotics
Feiqi Cao, Siwen Luo, Felipe Nunez, Zean Wen, Josiah Poon, Soyeon Caren Han
2023 J jnl
StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series.
CoRR
Jean Lee, Hoyoul Luis Youn, Josiah Poon, Soyeon Caren Han
2023 A conf
Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets.
INTERSPEECH
Henry Weld, Sijia Hu, Siqu Long, Josiah Poon, Soyeon Caren Han
2023 J jnl
Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets.
CoRR
Henry Weld, Sijia Hu, Siqu Long, Josiah Poon, Soyeon Caren Han
2023 — conf
Tutorials at The Web Conference 2023.
WWW (Companion Volume)
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 R. 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
2023 — conf
Visual Question Generation Under Multi-granularity Cross-Modal Interaction.
MMM (1)
Zi Chai, Xiaojun Wan, Soyeon Caren Han, Josiah Poon
2023 A conf
Workshop on Document Intelligence Understanding.
CIKM
Soyeon Caren Han, Yihao Ding, Siwen Luo, Josiah Poon, Hee-Guen Yoon, Zhe Huang, Paul Duuring, Eun-Jung Holden
2023 J jnl
Workshop on Document Intelligence Understanding.
CoRR
Soyeon Caren Han, Yihao Ding, Siwen Luo, Josiah Poon, Hee-Guen Yoon, Zhe Huang, Paul Duuring, Eun-Jung Holden
2022 J jnl
A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning.
CoRR
Siqu Long, Rina Carines Cabral, Josiah Poon, Soyeon Caren Han
2022 J jnl
A survey on extraction of causal relations from natural language text.
Knowl. Inf. Syst.
Jie Yang, Soyeon Caren Han, Josiah Poon
2022 J jnl
An Analysis of Deep Reinforcement Learning Agents for Text-based Games.
CoRR
Chen Chen, Yue Dai, Josiah Poon, Soyeon Caren Han
2022 J jnl
Bi-directional Joint Neural Networks for Intent Classification and Slot Filling.
CoRR
Soyeon Caren Han, Siqu Long, Huichun Li, Henry Weld, Josiah Poon
2022 — conf
DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction.
LOUHI@EMNLP
Jie Yang, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han
2022 B conf
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis.
COLING
Siwen Luo, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han
2022 J jnl
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis.
CoRR
Siwen Luo, Yihao Ding, Siqu Long, Soyeon Caren Han, Josiah Poon
2022 A conf
GraDual: Graph-based Dual-modal Representation for Image-Text Matching.
WACV
Siqu Long, Soyeon Caren Han, Xiaojun Wan, Josiah Poon
2022 J jnl
In-game Toxic Language Detection: Shared Task and Attention Residuals.
CoRR
Yuanzhe Jia, Weixuan Wu, Feiqi Cao, Soyeon Caren Han
2022 B conf
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification.
ICPR
Kunze Wang, Soyeon Caren Han, Josiah Poon
2022 J jnl
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification.
CoRR
Kunze Wang, Soyeon Caren Han, Josiah Poon
2022 B conf
K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment.
COLING
Jean Lee, Taejun Lim, Heejun Lee, Bogeun Jo, Yang Sok Kim, Hee-Geun Yoon, Soyeon Caren Han
2022 J jnl
K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment.
CoRR
Jean Lee, Taejun Lim, Heejun Lee, Bogeun Jo, Yang Sok Kim, Hee-Geun Yoon, Soyeon Caren Han
2022 J jnl
ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification.
CoRR
Kunze Wang, Soyeon Caren Han, Siqu Long, Josiah Poon
2022 J jnl
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals.
CoRR
Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han
2022 — conf
RoViST: Learning Robust Metrics for Visual Storytelling.
NAACL-HLT (Findings)
Eileen Wang, Soyeon Caren Han, Josiah Poon
2022 J jnl
RoViST: Learning Robust Metrics for Visual Storytelling.
CoRR
Eileen Wang, Soyeon Caren Han, Josiah Poon
2022 Misc conf
SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph Generation.
AI
Anh Duc Bui, Soyeon Caren Han, Josiah Poon
2022 J jnl
SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph Generation.
CoRR
Anh Duc Bui, Soyeon Caren Han, Josiah Poon
2022 J jnl
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering.
CoRR
Siwen Luo, Feiqi Cao, Felipe Nunez, Zean Wen, Josiah Poon, Soyeon Caren Han
2022 J jnl
Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction.
CoRR
Soyeon Caren Han, Siqu Long, Henry Weld, Josiah Poon
2022 B conf
Understanding Attention for Vision-and-Language Tasks.
COLING
Feiqi Cao, Soyeon Caren Han, Siqu Long, Changwei Xu, Josiah Poon
2022 J jnl
Understanding Attention for Vision-and-Language Tasks.
CoRR
Feiqi Cao, Soyeon Caren Han, Siqu Long, Changwei Xu, Josiah Poon
2022 J jnl
Understanding Graph Convolutional Networks for Text Classification.
CoRR
Soyeon Caren Han, Zihan Yuan, Kunze Wang, Siqu Long, Josiah Poon
2022 A* conf
V-Doc : Visual questions answers with Documents.
CVPR
Yihao Ding, Zhe Huang, Runlin Wang, Yanhang Zhang, Xianru Chen, Yuzhong Ma, Hyunsuk Chung, Soyeon Caren Han
2022 J jnl
V-Doc : Visual questions answers with Documents.
CoRR
Yihao Ding, Zhe Huang, Runlin Wang, Yanhang Zhang, Xianru Chen, Yuzhong Ma, Hyunsuk Chung, Soyeon Caren Han
2022 A* conf
Vision-and-Language Pretrained Models: A Survey.
IJCAI
Siqu Long, Feiqi Cao, Soyeon Caren Han, Haiqin Yang
2022 J jnl
Vision-and-Language Pretrained Models: A Survey.
CoRR
Siqu Long, Feiqi Cao, Soyeon Caren Han, Haiqin Yang
2021 J jnl
A Survey on Extraction of Causal Relations from Natural Language Text.
CoRR
Jie Yang, Soyeon Caren Han, Josiah Poon
2021 J jnl
A survey of joint intent detection and slot-filling models in natural language understanding.
CoRR
Henry Weld, Xiaoqi Huang, Siqi Long, Josiah Poon, Soyeon Caren Han
2021 A conf
Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling.
Interspeech
Soyeon Caren Han, Siqu Long, Huichun Li, Henry Weld, Josiah Poon
2021 — conf
CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection.
ACL/IJCNLP (Findings)
Henry Weld, Guanghao Huang, Jean Lee, Tongshu Zhang, Kunze Wang, Xinghong Guo, Siqu Long, Josiah Poon, Soyeon Caren Han
2021 J jnl
CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection.
CoRR
Henry Weld, Guanghao Huang, Jean Lee, Tongshu Zhang, Kunze Wang, Xinghong Guo, Siqu Long, Josiah Poon, Soyeon Caren Han
2021 A* conf
FedNLP: An Interpretable NLP System to Decode Federal Reserve Communications.
SIGIR
Jean Lee, Hoyoul Luis Youn, Nicholas Stevens, Josiah Poon, Soyeon Caren Han
2021 J jnl
FedNLP: An interpretable NLP System to Decode Federal Reserve Communications.
CoRR
Jean Lee, Hoyoul Luis Youn, Nicholas Stevens, Josiah Poon, Soyeon Caren Han
2021 A conf
GLocal-K: Global and Local Kernels for Recommender Systems.
CIKM
Soyeon Caren Han, Taejun Lim, Siqu Long, Bernd Burgstaller, Josiah Poon
2021 J jnl
GLocal-K: Global and Local Kernels for Recommender Systems.
CoRR
Soyeon Caren Han, Taejun Lim, Siqu Long, Bernd Burgstaller, Josiah Poon
2021 J jnl
Local Interpretations for Explainable Natural Language Processing: A Survey.
CoRR
Siwen Luo, Hamish Ivison, Soyeon Caren Han, Josiah Poon
2021 J jnl
Utilizing Text Mining, Data Linkage and Deep Learning in Police and Health Records to Predict Future Offenses in Family and Domestic Violence.
Frontiers Digit. Health
George Karystianis, Rina Carines Cabral, Soyeon Caren Han, Josiah Poon, Tony Butler
2020 B conf
Detect All Abuse! Toward Universal Abusive Language Detection Models.
COLING
Kunze Wang, Dong Lu, Soyeon Caren Han, Siqu Long, Josiah Poon
2020 J jnl
Detect All Abuse! Toward Universal Abusive Language Detection Models.
CoRR
Kunze Wang, Dong Lu, Soyeon Caren Han, Siqu Long, Josiah Poon
2020 — conf
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering.
ICONIP (1)
Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon
2020 J jnl
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering.
CoRR
Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon
2020 J jnl
VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks.
CoRR
Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon
2020 B conf
VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks.
COLING
Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon
2019 — conf
Low Resource Named Entity Recognition Using Contextual Word Representation and Neural Cross-Lingual Knowledge Transfer.
ICONIP (1)
Soyeon Caren Han, Yingru Lin, Siqu Long, Josiah Poon
2018 J jnl
A Data-Driven Knowledge Acquisition System: An End-to-End Knowledge Engineering Process for Generating Production Rules.
IEEE Access
Maqbool Ali, Rahman Ali, Wajahat Ali Khan, Soyeon Caren Han, Jae Hun Bang, Tae Ho Hur, Dohyeong Kim, Sungyoung Lee, Byeong Ho Kang
2018 J jnl
A Hybrid Failure Diagnosis and Prediction using Natural Language-based Process Map and Rule-based Expert System.
Int. J. Comput. Commun. Control
Dohyeong Kim, Yingru Lin, Sungyoung Lee, Byeong Ho Kang, Soyeon Caren Han
2018 C conf
A comparative study of online and face-to-face embedded systems learning course.
ACE
Hyunsuk Chung, Siqu Long, Soyeon Caren Han, Shouvojit Sarker, Leonie Ellis, Byeong Ho Kang
2018 — conf
Machine Learning for the Peer Assessment Credibility.
WWW (Companion Volume)
Yingru Lin, Soyeon Caren Han, Byeong Ho Kang
2018 J jnl
RDR-based knowledge based system to the failure detection in industrial cyber physical systems.
Knowl. Based Syst.
Dohyeong Kim, Soyeon Caren Han, Yingru Lin, Byeong Ho Kang, Sungyoung Lee
2018 J jnl
iCBLS: An interactive case-based learning system for medical education.
Int. J. Medical Informatics
Maqbool Ali, Soyeon Caren Han, Hafiz Syed Muhammad Bilal, Sungyoung Lee, Matthew Jee Yun Kang, Byeong Ho Kang, Muhammad Asif Razzaq, Muhammad Bilal Amin
2017 — conf
Intelligent Medical Case Based e-Learning System.
ACIS
Saleem Ameen, Soyeon Caren Han, Yingru Lin, Minjae Lah, Byeong Ho Kang
2017 J jnl
IoTFLiP: IoT-based flipped learning platform for medical education.
Digit. Commun. Networks
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
2016 J jnl
Chinese trending search terms popularity rank prediction.
Inf. Technol. Manag.
Soyeon Caren Han, Yulu Liang, Hyunsuk Chung, Hyejin Kim, Byeong Ho Kang
2016 B conf
Combining RDR-Based Machine Learning Approach and Human Expert Knowledge for Phishing Prediction.
PRICAI
Hyunsuk Chung, Renjie Chen, Soyeon Caren Han, Byeong Ho Kang
2016 — conf
Open-Domain Question Answering Framework Using Wikipedia.
Australasian Conference on Artificial Intelligence
Saleem Ameen, Hyunsuk Chung, Soyeon Caren Han, Byeong Ho Kang
2016 — conf
Predicting the Rank of Trending Topics.
Australasian Conference on Artificial Intelligence
Do Hyeong Kim, Soyeon Caren Han, Sungyoung Lee, Byeong Ho Kang
2016 C conf
Predicting the Scale of Trending Topic Diffusion Among Online Communities.
PKAW
Do Hyeong Kim, Soyeon Caren Han, Sungyoung Lee, Byeong Ho Kang
2015 J jnl
Exploring a role for MCRDR in enhancing telehealth diagnostics.
Multim. Tools Appl.
Soyeon Caren Han, Luke Mirowski, Byeong Ho Kang
2015 — conf
Trending Topics Rank Prediction.
WISE (2)
Soyeon Caren Han, Hyunsuk Chung, Byeong Ho Kang
2014 B conf
Arduface: An Embedded System Analysis Tool.
PRICAI
Wanli Xue, Hyunsuk Chung, Soyeon Caren Han, Yang Sok Kim, Byeong Ho Kang
2014 C conf
Twitter Trending Topics Meaning Disambiguation.
PKAW
Soyeon Caren Han, Hyunsuk Chung, Do Hyeong Kim, Sungyoung Lee, Byeong Ho Kang
2014 J jnl
Using MCRDR based Agile approach for expert system development.
Computing
Soyeon Caren Han, Hee-Geun Yoon, Byeong Ho Kang, Seong-Bae Park
2012 C conf
Crowd-Sourced Knowledge Bases.
PKAW
Yang Sok Kim, Byeong Ho Kang, Seung Hwan Ryu, Paul Compton, Soyeon Caren Han, Tim Menzies
2012 A conf
Identifying the Relevance of Social Issues to a Target.
ICWS
Soyeon Caren Han, Byeong Ho Kang
2012 — conf
It Is Time to Prepare for the Future: Forecasting Social Trends.
FGIT-EL/DTA/UNESST
Soyeon Caren Han, Hyunsuk Chung, Byeong Ho Kang
2012 C conf
Social Issue Gives You an Opportunity: Discovering the Personalised Relevance of Social Issues.
PKAW
Soyeon Caren Han, Hyunsuk Chung
2011 — conf
Emergency-Affected Population Identification and Notification by Using Online Social Networks.
FGIT-ASEA/DRBC/EL
Huong Pho, Soyeon Caren Han, Byeong Ho Kang