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Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners



Zhenhailong Wang , Manling Li , Ruochen Xu , Luowei Zhou , Jie Lei , Xudong Lin , Shuohang Wang , Ziyi Yang , Chenguang Zhu , Derek Hoiem , Shih-Fu Chang , Mohit Bansal , Heng Ji


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Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning



Zhenhailong Wang , Hang Yu , Manling Li , Han Zhao , Heng Ji

* 7 pages, 6 figures, under review 

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Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification



Zhenhailong Wang , Heng Ji

* 9 pages, 2 figures, Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022) 

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NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge



Revanth Gangi Reddy , Sai Chinthakindi , Zhenhailong Wang , Yi R. Fung , Kathryn S. Conger , Ahmed S. Elsayed , Martha Palmer , Heng Ji

* Preprint 

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Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction



Manling Li , Sha Li , Zhenhailong Wang , Lifu Huang , Kyunghyun Cho , Heng Ji , Jiawei Han , Clare Voss


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