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



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

* Accepted in HealTAC 2022 

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InducT-GCN: Inductive Graph Convolutional Networks for Text Classification



Kunze Wang , Soyeon Caren Han , Josiah Poon

* ICPR 2022 

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RoViST:Learning Robust Metrics for Visual Storytelling



Eileen Wang , Caren Han , Josiah Poon


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



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

* ICLR 2022 on DLG4NLP 

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Understanding Graph Convolutional Networks for Text Classification



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

* AAAI 2022 on DLG 

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Bi-directional Joint Neural Networks for Intent Classification and Slot Filling



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

* Proc. Interspeech 2021, pp.4743-4747 

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GLocal-K: Global and Local Kernels for Recommender Systems



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

* Accepted by CIKM 2021 

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FedNLP: An interpretable NLP System to Decode Federal Reserve Communications



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

* Accepted by SIGIR 2021 

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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


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Local Interpretations for Explainable Natural Language Processing: A Survey



Siwen Luo , Hamish Ivison , Caren Han , Josiah Poon

* This work is an initial draft 

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