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Augmenting Scientific Creativity with Retrieval across Knowledge Domains



Hyeonsu B. Kang , Sheshera Mysore , Kevin Huang , Haw-Shiuan Chang , Thorben Prein , Andrew McCallum , Aniket Kittur , Elsa Olivetti

* NLP+HCI Workshop at NAACL 2022 

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CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning



Kevin Huang , Sahin Lale , Ugo Rosolia , Yuanyuan Shi , Anima Anandkumar


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Towards Cross-Cultural Analysis using Music Information Dynamics



Shlomo Dubnov , Kevin Huang , Cheng-i Wang


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Multiple regression techniques for modeling dates of first performances of Shakespeare-era plays



Pablo Moscato , Hugh Craig , Gabriel Egan , Mohammad Nazmul Haque , Kevin Huang , Julia Sloan , Jon Corrales de Oliveira

* Submitted to Expert Systems with Applications 

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Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning



Ji Eun Kim , Cory Henson , Kevin Huang , Tuan A. Tran , Wan-Yi Lin

* Computing Conference 2021 
* 12 pages, 5 figures 

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Learning to extrapolate using continued fractions: Predicting the critical temperature of superconductor materials



Pablo Moscato , Mohammad Nazmul Haque , Kevin Huang , Julia Sloan , Jon C. de Oliveira

* Submitted to IEEE Transactions on Artificial Intelligence (TAI) 

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Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling



Wenxuan Zhou , Kevin Huang , Tengyu Ma , Jing Huang

* Code available at https://github.com/wzhouad/ATLOP 

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Entity and Evidence Guided Relation Extraction for DocRED



Kevin Huang , Guangtao Wang , Tengyu Ma , Jing Huang


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