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Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning



Yujia Xie , Luowei Zhou , Xiyang Dai , Lu Yuan , Nguyen Bach , Ce Liu , Michael Zeng


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Automatic Rule Induction for Efficient Semi-Supervised Learning



Reid Pryzant , Ziyi Yang , Yichong Xu , Chenguang Zhu , Michael Zeng


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i-Code: An Integrative and Composable Multimodal Learning Framework



Ziyi Yang , Yuwei Fang , Chenguang Zhu , Reid Pryzant , Dongdong Chen , Yu Shi , Yichong Xu , Yao Qian , Mei Gao , Yi-Ling Chen , Liyang Lu , Yujia Xie , Robert Gmyr , Noel Codella , Naoyuki Kanda , Bin Xiao , Lu Yuan , Takuya Yoshioka , Michael Zeng , Xuedong Huang


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Impossible Triangle: What's Next for Pre-trained Language Models?



Chenguang Zhu , Michael Zeng


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Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data



Shuohang Wang , Yichong Xu , Yuwei Fang , Yang Liu , Siqi Sun , Ruochen Xu , Chenguang Zhu , Michael Zeng

* Accept to ACL 2022 main conference 

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AdaPrompt: Adaptive Model Training for Prompt-based NLP



Yulong Chen , Yang Liu , Li Dong , Shuohang Wang , Chenguang Zhu , Michael Zeng , Yue Zhang


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Unsupervised Summarization with Customized Granularities



Ming Zhong , Yang Liu , Suyu Ge , Yuning Mao , Yizhu Jiao , Xingxing Zhang , Yichong Xu , Chenguang Zhu , Michael Zeng , Jiawei Han

* Preprint 

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CLIP-Event: Connecting Text and Images with Event Structures



Manling Li , Ruochen Xu , Shuohang Wang , Luowei Zhou , Xudong Lin , Chenguang Zhu , Michael Zeng , Heng Ji , Shih-Fu Chang


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