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Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks


Oct 01, 2022
Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji

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* Under review 

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


May 29, 2022
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


Mar 09, 2022
Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji

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* 7 pages, 6 figures, under review 

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


Dec 23, 2021
Zhenhailong Wang, Heng Ji

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* 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


Dec 16, 2021
Revanth Gangi Reddy, Sai Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn S. Conger, Ahmed S. Elsayed, Martha Palmer, Heng Ji

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* Preprint 

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


Apr 15, 2021
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare Voss

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