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A Systematic Investigation of KB-Text Embedding Alignment at Scale


Jun 03, 2021
Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su

* Accepted to ACL-IJCNLP 2021. 11 pages, 2 figures 

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Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing


Jan 15, 2021
Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang

* Accepted by ICDM'2020 

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Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions


Dec 15, 2020
Yifeng Guo, Yu Su, Zebin Yang, Aijun Zhang


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Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases


Dec 13, 2020
Yu Gu, Sue Kase, Michelle Vanni, Brian Sadler, Percy Liang, Xifeng Yan, Yu Su


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Understanding How BERT Learns to Identify Edits


Nov 28, 2020
Samuel Stevens, Yu Su

* 8 pages, 11 figures. A work in progress 

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KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation


Oct 11, 2020
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang

* Accepted to Main Conference of EMNLP 2020 as Long Paper 

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Task-Oriented Dialogue as Dataflow Synthesis


Oct 02, 2020
Semantic Machines, Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov

* TACL 2020 

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Document Classification for COVID-19 Literature


Jun 15, 2020
Bernal Jiménez Gutiérrez, Juncheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su

* 8 pages, 9 figures 

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An Imitation Game for Learning Semantic Parsers from User Interaction


May 02, 2020
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su

* 17 pages, 6 figures 

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Logical Natural Language Generation from Open-Domain Tables


Apr 28, 2020
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang

* Accepted to ACL 2020 as Long Paper 

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Decision Propagation Networks for Image Classification


Nov 27, 2019
Keke Tang, Peng Song, Yuexin Ma, Zhaoquan Gu, Yu Su, Zhihong Tian, Wenping Wang


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Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study


Oct 11, 2019
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih

* 14 pages, 4 figures, accepted to EMNLP 2019 

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EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction


Jun 07, 2019
Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Hui Xiong, Yu Su, Guoping Hu

* Accepted by IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) 

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Global Textual Relation Embedding for Relational Understanding


Jun 03, 2019
Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan, Yu Su

* Accepted to ACL 2019. 5 pages, 2 figures 

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QuesNet: A Unified Representation for Heterogeneous Test Questions


May 27, 2019
Yu Yin, Qi Liu, Zhenya Huang, Enhong Chen, Wei Tong, Shijin Wang, Yu Su


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How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection


Apr 03, 2019
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Wang

* Accepted to NAACL 2019, 11 pages, 7 figures, 3 tables 

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Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning


Nov 23, 2018
Xin Wang, Jiawei Wu, Da Zhang, Yu Su, William Yang Wang

* Accepted to AAAI 2019 

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XL-NBT: A Cross-lingual Neural Belief Tracking Framework


Aug 25, 2018
Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang

* 13 pages, 5 figures, 3 tables, accepted to EMNLP 2018 conference 

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Global Relation Embedding for Relation Extraction


Apr 19, 2018
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan

* Accepted to NAACL HLT 2018 

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Aggregated Channels Network for Real-Time Pedestrian Detection


Jan 01, 2018
Farzin Ghorban, Javier Marín, Yu Su, Alessandro Colombo, Anton Kummert


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Cross-domain Semantic Parsing via Paraphrasing


Jul 24, 2017
Yu Su, Xifeng Yan

* 12 pages, 2 figures, accepted by EMNLP2017 

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Visual-hint Boundary to Segment Algorithm for Image Segmentation


Oct 03, 2010
Yu Su, Margaret H. Dunham

* 45 pages 

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