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Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?


Sep 14, 2022
Jiawen Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Zikai Guo, Zhaoye Fei, Ruofei Lai, Yongkang Wu, Zhao Cao, Zhicheng Dou

* work in progress 

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Multi-Modal Experience Inspired AI Creation


Sep 02, 2022
Qian Cao, Xu Chen, Ruihua Song, Hao Jiang, Guang Yang, Zhao Cao

* Accepted by ACM Multimedia 2022 

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Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search


Aug 23, 2022
Haonan Chen, Zhicheng Dou, Yutao Zhu, Zhao Cao, Xiaohua Cheng, Ji-Rong Wen


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Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding


Aug 19, 2022
Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu

* Accpeted by COLING 2022 

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Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering


Apr 12, 2022
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen

* Accepted by ACL 2022 main conference; The dataset and code are available at https://github.com/jzhoubu/HLP 

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KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models


Feb 28, 2022
Daniel Gao, Yantao Jia, Lei Li, Chengzhen Fu, Zhicheng Dou, Hao Jiang, Xinyu Zhang, Lei Chen, Zhao Cao


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VLDeformer: Learning Visual-Semantic Embeddings by Vision-Language Transformer Decomposing


Oct 20, 2021
Lisai Zhang, Hongfa Wu, Qingcai Chen, Yimeng Deng, Zhonghua Li, Dejiang Kong, Zhao Cao, Joanna Siebert, Yunpeng Han


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Towards More Effective and Economic Sparsely-Activated Model


Oct 14, 2021
Hao Jiang, Ke Zhan, Jianwei Qu, Yongkang Wu, Zhaoye Fei, Xinyu Zhang, Lei Chen, Zhicheng Dou, Xipeng Qiu, Zikai Guo, Ruofei Lai, Jiawen Wu, Enrui Hu, Yinxia Zhang, Yantao Jia, Fan Yu, Zhao Cao


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Towards Efficient NLP: A Standard Evaluation and A Strong Baseline


Oct 13, 2021
Xiangyang Liu, Tianxiang Sun, Junliang He, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu

* Preprint. Work in progress. 10 pages 

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