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A Graph Enhanced BERT Model for Event Prediction



Li Du , Xiao Ding , Yue Zhang , Kai Xiong , Ting Liu , Bing Qin


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Explanation-Guided Fairness Testing through Genetic Algorithm



Ming Fan , Wenying Wei , Wuxia Jin , Zijiang Yang , Ting Liu


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e-CARE: a New Dataset for Exploring Explainable Causal Reasoning



Li Du , Xiao Ding , Kai Xiong , Ting Liu , Bing Qin


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Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition



Bo Sun , Baoxin Wang , Wanxiang Che , Dayong Wu , Zhigang Chen , Ting Liu

* 12 pages, 4 figures 

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Surrogate Gap Minimization Improves Sharpness-Aware Training



Juntang Zhuang , Boqing Gong , Liangzhe Yuan , Yin Cui , Hartwig Adam , Nicha Dvornek , Sekhar Tatikonda , James Duncan , Ting Liu

* Paper accepted by ICLR22, https://openreview.net/forum?id=edONMAnhLu

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CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment



Haoyu Song , Li Dong , Wei-Nan Zhang , Ting Liu , Furu Wei

* ACL 2022 main conference 

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PERT: Pre-training BERT with Permuted Language Model



Yiming Cui , Ziqing Yang , Ting Liu

* 14 pages 

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LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training



Qi Shi , Qian Liu , Bei Chen , Yu Zhang , Ting Liu , Jian-Guang Lou


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Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks



Yanzhen Ren , Ting Liu , Liming Zhai , Lina Wang

* under review 

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A Semantic Web Technology Index



Gongjin Lan , Ting Liu , Xu Wang , Xueli Pan , Zhisheng Huang

* 11 pages, four figures, 2 tables 

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