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CLIP also Understands Text: Prompting CLIP for Phrase Understanding


Oct 11, 2022
An Yan, Jiacheng Li, Wanrong Zhu, Yujie Lu, William Yang Wang, Julian McAuley

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* Work in progress 

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Visualize Before You Write: Imagination-Guided Open-Ended Text Generation


Oct 07, 2022
Wanrong Zhu, An Yan, Yujie Lu, Wenda Xu, Xin Eric Wang, Miguel Eckstein, William Yang Wang

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Personalized Showcases: Generating Multi-Modal Explanations for Recommendations


Jun 30, 2022
An Yan, Zhankui He, Jiacheng Li, Tianyang Zhang, Julian McAuley

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* 10 pages, 7 figures 

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Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation


Sep 25, 2021
An Yan, Zexue He, Xing Lu, Jiang Du, Eric Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu

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* Findings of EMNLP 2021 

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ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation


Jun 10, 2021
Wanrong Zhu, Xin Eric Wang, An Yan, Miguel Eckstein, William Yang Wang

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L2C: Describing Visual Differences Needs Semantic Understanding of Individuals


Feb 03, 2021
An Yan, Xin Eric Wang, Tsu-Jui Fu, William Yang Wang

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* EACL-2021 short 

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Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation


Jul 01, 2020
Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang

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Cross-Lingual Vision-Language Navigation


Oct 24, 2019
An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang

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* Tech report. First two authors contributed equally 

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CosRec: 2D Convolutional Neural Networks for Sequential Recommendation


Aug 27, 2019
An Yan, Shuo Cheng, Wang-Cheng Kang, Mengting Wan, Julian McAuley

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* To appear in CIKM-2019, code at https://github.com/zzxslp/CosRec 

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FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems


Jun 21, 2019
An Yan, Bill Howe

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