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Introducing Semantics into Speech Encoders


Nov 15, 2022
Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang

* 11 pages, 3 figures 

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Empowering Language Models with Knowledge Graph Reasoning for Question Answering


Nov 15, 2022
Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun

* Published on EMNLP 2022 

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Code Recommendation for Open Source Software Developers


Oct 20, 2022
Yiqiao Jin, Yunsheng Bai, Yanqiao Zhu, Yizhou Sun, Wei Wang

* 10 pages, 5 figures 

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Learning Probabilities of Causation from Finite Population Data


Oct 16, 2022
Ang Li, Song Jiang, Yizhou Sun, Judea Pearl


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Unit Selection: Learning Benefit Function from Finite Population Data


Oct 15, 2022
Ang Li, Song Jiang, Yizhou Sun, Judea Pearl


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Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs


Sep 19, 2022
Roshni G. Iyer, Yunsheng Bai, Wei Wang, Yizhou Sun


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Detecting Political Biases of Named Entities and Hashtags on Twitter


Sep 16, 2022
Zhiping Xiao, Jeffrey Zhu, Yining Wang, Pei Zhou, Wen Hong Lam, Mason A. Porter, Yizhou Sun

* Submitted to EPJ -- Data Science, under review 

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Subgraph Matching via Query-Conditioned Subgraph Matching Neural Networks and Bi-Level Tree Search


Jul 21, 2022
Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang


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Schema-Guided Event Graph Completion


Jun 06, 2022
Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji


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Improving Multi-Task Generalization via Regularizing Spurious Correlation


May 19, 2022
Ziniu Hu, Zhe Zhao, Xinyang Yi, Tiansheng Yao, Lichan Hong, Yizhou Sun, Ed H. Chi


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