JP
Josiah Poon
cs.CLcs.AIcs.CVcs.IRcs.LGCOVID-19Medicine, Chinese TraditionalAlgorithmsConvolutional neural networkcs.CE
On Valency
published · living versionsW_q6mfpvzu·v1 · currentpublished
VisCodeBench: a new benchmark dataset for Text-to-Vis reflecting real-world practice
with Hy Nguyen, Thomas James Elton, Ella Wilson, Andrew Reeson +2
1 version
Preprints & journals
68 papers in the corpus · 2011–2026CAST: A Cross-Asset State-Space Trading System for Drawdown Control in Stock Markets2609.14205v1 · Yu Peng, Matloob Khushi, Josiah Poon2026 · 0 citationsarXiv
CryptoGAT: Are Time Series Models Effective for Cryptocurrency Forecasting?2606.27670v1 · Yu Peng, Matloob Khushi, Josiah Poon2026 · 0 citationsarXiv
Recognition and linking of discontinuous named entities in healthcare: a comparative performance analysis.42343940 · Alhassan, Areej, Schlegel, Viktor, Cabral, Rina Carines et al.2026 · 0 citationsFrontiers in digital health. 2026;8:1758921
An Empirical Analysis of Static Analysis Methods for Detection and Mitigation of Code Library Hallucinations2604.07755v2 · Clarissa Miranda-Pena, Andrew Reeson, C'ecile Paris et al.2026 · 0 citationsarXiv
A Hybrid Chatbot to Promote Pneumococcal Vaccination Among Older Adults: A Randomized Clinical Trial.41060654 · Wang, Zixin, Chen, Siyu, Poon, Josiah et al.2025 · 6 citationsJAMA network open. 2025;8(10):e2535813
VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding2506.01388v1 · Yihao Ding, Soyeon Caren Han, Yan Li et al.2025 · 1 citationarXiv
TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition2411.01839v3 · Rina Carines Cabral, Soyeon Caren Han, Areej Alhassan et al.2024 · 4 citationsarXiv
GEM-VPC: A dual Graph-Enhanced Multimodal integration for Video Paragraph Captioning2410.09377v1 · Eileen Wang, Caren Han, Josiah Poon2024 · 1 citationarXiv
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and Beyond2410.05608v1 · Soyeon Caren Han, Feiqi Cao, Josiah Poon et al.2024 · 4 citationsarXiv
Changes in the Pneumococcal Vaccination Uptake and Its Determinants before, during, and after the COVID-19 Pandemic among Community-Living Older Adults in Hong Kong, China: Repeated Random Telephone Surveys.39204020 · Chan, Paul Shing-Fong, Poon, Josiah, Han, Soyeon Caren et al.2024 · 12 citationsVaccines. 2024;12(8)
Do Text-to-Vis Benchmarks Test Real Use of Visualisations?2407.19726v4 · Hy Nguyen, Xuefei He, Andrew Reeson et al.2024 · 0 citationsarXiv
3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection2407.09020v3 · Rina Carines Cabral, Siwen Luo, Josiah Poon et al.2024 · 7 citationsCIKM '24 (2024) 152-162
Game-MUG: Multimodal Oriented Game Situation Understanding and Commentary Generation Dataset2404.19175v1 · Zhihao Zhang, Feiqi Cao, Yingbin Mo et al.2024 · 1 citationarXiv
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding2402.17983v3 · Yihao Ding, Lorenzo Vaiani, Caren Han et al.2024 · 6 citationsarXiv
SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling2402.00319v1 · Eileen Wang, Soyeon Caren Han, Josiah Poon2024 · 2 citationsarXiv
Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion2310.15722v1 · Kunze Wang, Soyeon Caren Han, Josiah Poon2023 · 17 citationsarXiv
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction2308.06546v2 · Jie Yang, Soyeon Caren Han, Siqu Long et al.2023 · 4 citationsarXiv
Workshop on Document Intelligence Understanding2307.16369v1 · Soyeon Caren Han, Yihao Ding, Siwen Luo et al.2023 · 1 citationarXiv
Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets2305.17729v1 · Henry Weld, Sijia Hu, Siqu Long et al.2023 · 2 citationsarXiv
DDI-MuG: Multi-aspect graphs for drug-drug interaction extraction.37168529 · Yang, Jie, Ding, Yihao, Long, Siqu et al.2023 · 17 citationsFrontiers in digital health. 2023;5:1154133
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation2302.03997v1 · Yuan Cao, Xudong Zhang, Fan Zhang et al.2023 · 3 citationsarXiv
StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series2301.09279v2 · Jean Lee, Hoyoul Luis Youn, Josiah Poon et al.2023 · 6 citationsarXiv
Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction2212.10728v1 · Soyeon Caren Han, Siqu Long, Henry Weld et al.2022 · 1 citationarXiv
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering2212.08283v3 · Feiqi Cao, Siwen Luo, Felipe Nunez et al.2022 · 8 citationsarXiv
SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph Generation2211.04773v1 · Anh Duc Bui, Soyeon Caren Han, Josiah Poon2022 · 0 citationsarXiv
An Analysis of Deep Reinforcement Learning Agents for Text-based Games2209.04105v2 · Chen Chen, Yue Dai, Josiah Poon et al.2022 · 1 citationarXiv
SUPER-Rec: SUrrounding Position-Enhanced Representation for Recommendation2209.04154v2 · Taejun Lim, Siqu Long, Josiah Poon et al.2022 · 0 citationsarXiv
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis2208.10970v2 · Siwen Luo, Yihao Ding, Siqu Long et al.2022 · 8 citationsarXiv
Understanding Attention for Vision-and-Language Tasks2208.08104v2 · Feiqi Cao, Soyeon Caren Han, Siqu Long et al.2022 · 0 citationsarXiv
A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning2206.08673v1 · Siqu Long, Rina Cabral, Josiah Poon et al.2022 · 6 citationsarXiv
InducT-GCN: Inductive Graph Convolutional Networks for Text Classification2206.00265v1 · Kunze Wang, Soyeon Caren Han, Josiah Poon2022 · 65 citationsarXiv
RoViST:Learning Robust Metrics for Visual Storytelling2205.03774v1 · Eileen Wang, Caren Han, Josiah Poon2022 · 7 citationsarXiv
ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification2204.04618v1 · Kunze Wang, Soyeon Caren Han, Siqu Long et al.2022 · 8 citationsarXiv
Understanding Graph Convolutional Networks for Text Classification2203.16060v1 · Soyeon Caren Han, Zihan Yuan, Kunze Wang et al.2022 · 6 citationsarXiv
Phenonizer: A Fine-Grained Phenotypic Named Entity Recognizer for Chinese Clinical Texts.35342762 · Zou, Qunsheng, Yang, Kuo, Shu, Zixin et al.2022 · 9 citationsBioMed research international. 2022;2022:3524090
Bi-directional Joint Neural Networks for Intent Classification and Slot Filling2202.13079v1 · Soyeon Caren Han, Siqu Long, Huichun Li et al.2022 · 20 citationsProc. Interspeech 2021, pp.4743-4747
GLocal-K: Global and Local Kernels for Recommender Systems2108.12184v1 · Soyeon Caren Han, Taejun Lim, Siqu Long et al.2021 · 43 citationsarXiv
CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection2106.06213v2 · Henry Weld, Guanghao Huang, Jean Lee et al.2021 · 21 citationsarXiv
FedNLP: An interpretable NLP System to Decode Federal Reserve Communications2106.06247v1 · Jean Lee, Hoyoul Luis Youn, Nicholas Stevens et al.2021 · 10 citationsarXiv
CovidXrayNet: Optimizing data augmentation and CNN hyperparameters for improved COVID-19 detection from CXR.33866253 · Monshi, Maram Mahmoud A, Poon, Josiah, Chung, Vera et al.2021 · 143 citationsComputers in biology and medicine. 2021;133:104375
Local Interpretations for Explainable Natural Language Processing: A Survey2103.11072v3 · Siwen Luo, Hamish Ivison, Caren Han et al.2021 · 50 citationsarXiv
A novel method for clinical risk prediction with low-quality data.33875163 · Wang, Zeyuan, Poon, Josiah, Wang, Shuze et al.2021 · 8 citationsArtificial intelligence in medicine. 2021;114:102052
Deep Structured Feature Networks for Table Detection and Tabular Data Extraction from Scanned Financial Document Images2102.10287v2 · Siwen Luo, Mengting Wu, Yiwen Gong et al.2021 · 6 citationsarXiv
Utilizing Text Mining, Data Linkage and Deep Learning in Police and Health Records to Predict Future Offenses in Family and Domestic Violence.34713088 · Karystianis, George, Cabral, Rina Carines, Han, Soyeon Caren et al.2021 · 22 citationsFrontiers in digital health. 2021;3:602683
Event-Driven LSTM For Forex Price Prediction2102.01499v1 · Ling Qi, Matloob Khushi, Josiah Poon2021 · 46 citations2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Gold Coast, QLD, Australia, 16-18 December 2020
A survey of joint intent detection and slot-filling models in natural language understanding2101.08091v3 · H. Weld, X. Huang, S. Long et al.2021 · 171 citationsarXiv
A Survey on Extraction of Causal Relations from Natural Language Text2101.06426v2 · Jie Yang, Soyeon Caren Han, Josiah Poon2021 · 117 citationsarXiv
Detect All Abuse! Toward Universal Abusive Language Detection Models2010.03776v2 · Kunze Wang, Dong Lu, Soyeon Caren Han et al.2020 · 27 citationsarXiv
VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks2010.03182v3 · Soyeon Caren Han, Siqu Long, Siwen Luo et al.2020 · 3 citationsarXiv
Clinical features and the traditional Chinese medicine therapeutic characteristics of 293 COVID-19 inpatient cases.32926319 · Shu, Zixin, Zhou, Yana, Chang, Kai et al.2021 · 57 citationsFrontiers of medicine. 2020;14(6):760-775
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