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Active Example Selection for In-Context Learning


Nov 08, 2022
Yiming Zhang, Shi Feng, Chenhao Tan

* EMNLP 2022, code is available at https://github.com/ChicagoHAI/active-example-selection 

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Data-Augmented Counterfactual Learning for Bundle Recommendation


Oct 19, 2022
Shixuan Zhu, Qi Shen, Yiming Zhang, Yitong Pang, Zhihua Wei

* 9 pages 

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CW-ERM: Improving Autonomous Driving Planning with Closed-loop Weighted Empirical Risk Minimization


Oct 11, 2022
Eesha Kumar, Yiming Zhang, Stefano Pini, Simon Stent, Ana Ferreira, Sergey Zagoruyko, Christian S. Perone

* v2: minor update in dataset and results (no changes in improvements or conclusions) 

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Learning to Ignore Adversarial Attacks


May 23, 2022
Yiming Zhang, Yangqiaoyu Zhou, Samuel Carton, Chenhao Tan

* 14 pages, 2 figures 

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Caption Feature Space Regularization for Audio Captioning


Apr 18, 2022
Yiming Zhang, Hong Yu, Ruoyi Du, Zhanyu Ma, Yuan Dong


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Reciprocal phase transition-enabled electro-optic modulation


Mar 28, 2022
Fang Zou, Lei Zou, Ye Tian, Yiming Zhang, Erwin Bente, Weigang Hou, Yu Liu, Siming Chen, Victoria Cao, Lei Guo, Songsui Li, Lianshan Yan, Wei Pan, Dusan Milosevic, Zizheng Cao, A. M. J. Koonen, Huiyun Liu, Xihua Zou

* 16 pages, 8 figures 

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Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis


Mar 14, 2022
Yiming Zhang, Min Zhang, Sai Wu, Junbo Zhao


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Intention Adaptive Graph Neural Network for Category-aware Session-based Recommendation


Dec 31, 2021
Chuan Cui, Qi Shen, Shixuan Zhu, Yitong Pang, Yiming Zhang, Zhenwei Dong, Zhihua Wei


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Temporal aware Multi-Interest Graph Neural Network For Session-based Recommendation


Dec 31, 2021
Qi Shen, Shixuan Zhu, Yitong Pang, Yiming Zhang, Zhihua Wei


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