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Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection


May 30, 2021
Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari, Sheng Bi

* Accepted by ACL2021 Findings 

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Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning


May 12, 2021
Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan

* 7 pages, 5 figures, 3 tables. Accepted by the 30th International Joint Conference on Artificial Intelligence (IJCAI-21) 

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Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction


Feb 04, 2021
Bhagya Hettige, Weiqing Wang, Yuan-Fang Li, Suong Le, Wray Buntine


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Curriculum-Meta Learning for Order-Robust Continual Relation Extraction


Jan 08, 2021
Tongtong Wu, Xuekai Li, Yuan-Fang Li, Reza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu

* Accepted by AAAI2021 

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Less is More: Data-Efficient Complex Question Answering over Knowledge Bases


Oct 29, 2020
Yuncheng Hua, Yuan-Fang Li, Guilin Qi, Wei Wu, Jingyao Zhang, Daiqing Qi

* 18 pages, 4 figures, published in JWS 

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Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning


Oct 29, 2020
Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Tongtong Wu

* 11 pages, 1 figure, accepted in EMNLP 2020 

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Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning


Oct 29, 2020
Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu

* IJCAI 2020: 3679-3686 
* 8 pages, 2 figures, published in IJCAI 2020 

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Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases


Oct 23, 2020
Sheng Bi, Xiya Cheng, Yuan-Fang Li, Yongzhen Wang, Guilin Qi

* Accepted by COLING 2020 

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Understanding Unnatural Questions Improves Reasoning over Text


Oct 19, 2020
Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari


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Boosting House Price Predictions using Geo-Spatial Network Embedding


Sep 01, 2020
Sarkar Snigdha Sarathi Das, Mohammed Eunus Ali, Yuan-Fang Li, Yong-Bin Kang, Timos Sellis

* 23 pages, 5 figures, 5 tables 

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Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation


Jun 13, 2020
Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li


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$\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records


Dec 08, 2019
Bhagya Hettige, Yuan-Fang Li, Weiqing Wang, Suong Le, Wray Buntine


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Gaussian Embedding of Large-scale Attributed Graphs


Dec 02, 2019
Bhagya Hettige, Yuan-Fang Li, Weiqing Wang, Wray Buntine


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Question Generation from Paragraphs: A Tale of Two Hierarchical Models


Nov 08, 2019
Vishwajeet Kumar, Raktim Chaki, Sai Teja Talluri, Ganesh Ramakrishnan, Yuan-Fang Li, Gholamreza Haffari


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ParaQG: A System for Generating Questions and Answers from Paragraphs


Sep 04, 2019
Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan, Yuan-Fang Li

* EMNLP 2019 

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OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large Ontologies


Aug 02, 2019
Ying Yang, Michael Wybrow, Yuan-Fang Li, Tobias Czauderna, Yongqun He

* Accepted at IEEE InfoVis 2019 

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One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Network


Jul 01, 2019
Tao He, Yuan-Fang Li, Lianli Gao, Dongxiang Zhang, Jingkuan Song

* Accepted by IJCAI 2019 

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Vector and Line Quantization for Billion-scale Similarity Search on GPUs


Jan 02, 2019
Wei Chen, Jincai Chen, Fuhao Zou, Yuan-Fang Li, Ping Lu, Qiang Wang, Wei Zhao


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A framework for automatic question generation from text using deep reinforcement learning


Aug 15, 2018
Vishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li


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Automating Reading Comprehension by Generating Question and Answer Pairs


Mar 07, 2018
Vishwajeet Kumar, Kireeti Boorla, Yogesh Meena, Ganesh Ramakrishnan, Yuan-Fang Li

* 12 pages, 3 figures, 2 tables, Accepted for publication at 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018 

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