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Yangqiu Song

Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs


Sep 18, 2021
Zihao Wang, Hang Yin, Yangqiu Song

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* 26 pages, 2 figures, and 21 tables. Code repository  
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Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset


Sep 16, 2021
Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He

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* EMNLP 2021 Main Conference 
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Exophoric Pronoun Resolution in Dialogues with Topic Regularization


Sep 10, 2021
Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu

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* EMNLP 2021 main conference 
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Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model


Jun 08, 2021
Hongliang Dai, Yangqiu Song, Haixun Wang

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* ACL 2021 
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Unit Ball Model for Embedding Hierarchical Structures in the Complex Hyperbolic Space


Jun 05, 2021
Huiru Xiao, Caigao Jiang, Yangqiu Song, James Zhang, Junwu Xiong

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Exploring Discourse Structures for Argument Impact Classification


Jun 02, 2021
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang

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* Accepted by ACL 2021 
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Federated Knowledge Graphs Embedding


May 17, 2021
Hao Peng, Haoran Li, Yangqiu Song, Vincent Zheng, Jianxin Li

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Unit Ball Model for Hierarchical Embeddings in Complex Hyperbolic Space


May 09, 2021
Huiru Xiao, Caigao Jiang, Yangqiu Song, James Zhang, Junwu Xiong

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Variational Weakly Supervised Sentiment Analysis with Posterior Regularization


Apr 18, 2021
Ziqian Zeng, Yangqiu Song

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* Accepted at EACL 2021. arXiv admin note: text overlap with arXiv:2008.09394 
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Fair Representation Learning for Heterogeneous Information Networks


Apr 18, 2021
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James Foulds, Yangqiu Song, Shimei Pan

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* Accepted at ICWSM 2021 
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ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities


Apr 05, 2021
Hongming Zhang, Xin Liu, Haojie Pan, Haowen Ke, Jiefu Ou, Tianqing Fang, Yangqiu Song

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Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks


Apr 02, 2021
Hao Peng, Jianxin Li, Yangqiu Song, Renyu Yang, Rajiv Ranjan, Philip S. Yu, Lifang He

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* Accepted by TKDD 2021. arXiv admin note: text overlap with arXiv:1906.04580 
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Wasserstein diffusion on graphs with missing attributes


Feb 06, 2021
Zhixian Chen, Tengfei Ma, Yangqiu Song, Yang Wang

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Joint Coreference Resolution and Character Linking for Multiparty Conversation


Jan 28, 2021
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu

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* EACL-2021 
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BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network


Jan 14, 2021
Zhixian Chen, Tengfei Ma, Zhihua Jin, Yangqiu Song, Yang Wang

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DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge


Jan 01, 2021
Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He

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* 13 pages without references. 6 Figures 
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CoCoLM: COmplex COmmonsense Enhanced Language Model


Dec 31, 2020
Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng

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Learning Contextual Causality from Time-consecutive Images


Dec 13, 2020
Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth

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Analogous Process Structure Induction for Sub-event Sequence Prediction


Oct 16, 2020
Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth

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* Accepted by EMNLP 2020 
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When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models


Oct 10, 2020
Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi

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* Accepted by EMNLP2020 Main Conference 
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A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution


Sep 27, 2020
Hongming Zhang, Xinran Zhao, Yangqiu Song

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Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning


Aug 25, 2020
Yinghua Zhang, Yangqiu Song, Jian Liang, Kun Bai, Qiang Yang

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Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network


Aug 15, 2020
Haotian Li, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu

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* 8 pages, 8 figures. Accepted at CIKM 2020 
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Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations


Jun 21, 2020
Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng, Lifeng Shang

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* Accepted by AKBC 2020 
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WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge


May 12, 2020
Hongming Zhang, Xinran Zhao, Yangqiu Song

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* Accepted by ACL 2020 
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SocialTrans: A Deep Sequential Model with Social Information for Web-Scale Recommendation Systems


May 09, 2020
Qiaoan Chen, Hao Gu, Lingling Yi, Yishi Lin, Peng He, Chuan Chen, Yangqiu Song

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* 11 pages,8 figures,4 tables 
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TransOMCS: From Linguistic Graphs to Commonsense Knowledge


May 01, 2020
Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth

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* Accepted by IJCAI 2020 
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On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification


Apr 28, 2020
Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang

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* Accepted by IJCAI 2020 
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A Chinese Corpus for Fine-grained Entity Typing


Apr 19, 2020
Chin Lee, Hongliang Dai, Yangqiu Song, Xin Li

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* LREC 2020 
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