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GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models



Da Yin , Hritik Bansal , Masoud Monajatipoor , Liunian Harold Li , Kai-Wei Chang


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Things not Written in Text: Exploring Spatial Commonsense from Visual Signals



Xiao Liu , Da Yin , Yansong Feng , Dongyan Zhao

* Accepted by ACL 2022 main conference 

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A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models



Da Yin , Li Dong , Hao Cheng , Xiaodong Liu , Kai-Wei Chang , Furu Wei , Jianfeng Gao

* Work in progress 

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Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning



Qinkai Zheng , Xu Zou , Yuxiao Dong , Yukuo Cen , Da Yin , Jiarong Xu , Yang Yang , Jie Tang

* 21 pages, 12 figures, NeurIPS 2021 Datasets and Benchmarks Track 

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Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning



Da Yin , Liunian Harold Li , Ziniu Hu , Nanyun Peng , Kai-Wei Chang

* EMNLP 2021. Code and data are available at https://github.com/WadeYin9712/GD-VCR 

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CogView: Mastering Text-to-Image Generation via Transformers



Ming Ding , Zhuoyi Yang , Wenyi Hong , Wendi Zheng , Chang Zhou , Da Yin , Junyang Lin , Xu Zou , Zhou Shao , Hongxia Yang , Jie Tang


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Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis



Xiao Liu , Da Yin , Yansong Feng , Yuting Wu , Dongyan Zhao

* Accepted by NAACL 2021. Code is available at https://github.com/xxxiaol/GCI 

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QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization



Ming Zhong , Da Yin , Tao Yu , Ahmad Zaidi , Mutethia Mutuma , Rahul Jha , Ahmed Hassan Awadallah , Asli Celikyilmaz , Yang Liu , Xipeng Qiu , Dragomir Radev

* Accepted by NAACL 2021 

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OAG-BERT: Pre-train Heterogeneous Entity-augmented Academic Language Models



Xiao Liu , Da Yin , Xingjian Zhang , Kai Su , Kan Wu , Hongxia Yang , Jie Tang


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