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Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need


Dec 06, 2022
Mengying Yu, Aixin Sun

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* 17 pages, 5 figures 

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Syntactic Multi-view Learning for Open Information Extraction


Dec 05, 2022
Kuicai Dong, Aixin Sun, Jung-Jae Kim, Xiaoli Li

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* EMNLP 2022 
* To appear in EMNLP 2022 

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Perplexity from PLM Is Unreliable for Evaluating Text Quality


Oct 12, 2022
Yequan Wang, Jiawen Deng, Aixin Sun, Xuying Meng

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From Counter-intuitive Observations to a Fresh Look at Recommender System


Oct 09, 2022
Aixin Sun

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* 11 pages, 5 figures 

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CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction


Sep 20, 2022
Yequan Wang, Xiang Li, Aixin Sun, Xuying Meng, Huaming Liao, Jiafeng Guo

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* Accepted by COLING 2022 

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Automatic Expert Selection for Multi-Scenario and Multi-Task Search


Jun 06, 2022
Xinyu Zou, Zhi Hu, Yiming Zhao, Xuchu Ding, Zhongyi Liu, Chenliang Li, Aixin Sun

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* Accepted by SIGIR 2022; 10 pages, 8 figures 

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Deeper vs Wider: A Revisit of Transformer Configuration


May 24, 2022
Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Xin Jiang, Yang You

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A Survey on Neural Open Information Extraction: Current Status and Future Directions


May 24, 2022
Shaowen Zhou, Bowen Yu, Aixin Sun, Cheng Long, Jingyang Li, Jian Sun

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* Accepted by IJCAI22 survey track 

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Recommender May Not Favor Loyal Users


Apr 12, 2022
Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li

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