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Diagnosing Ensemble Few-Shot Classifiers


Jun 09, 2022
Weikai Yang , Xi Ye , Xingxing Zhang , Lanxi Xiao , Jiazhi Xia , Zhongyuan Wang , Jun Zhu , Hanspeter Pfister , Shixia Liu

* Accepted in IEEE TVCG 

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The Unreliability of Explanations in Few-Shot In-Context Learning


May 06, 2022
Xi Ye , Greg Durrett


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VPTR: Efficient Transformers for Video Prediction


Mar 29, 2022
Xi Ye , Guillaume-Alexandre Bilodeau


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Can Explanations Be Useful for Calibrating Black Box Models?


Oct 14, 2021
Xi Ye , Greg Durrett


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RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering


Sep 17, 2021
Xi Ye , Semih Yavuz , Kazuma Hashimoto , Yingbo Zhou , Caiming Xiong

* 11 pages, 7 figures 

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Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals


Apr 09, 2021
Xi Ye , Rohan Nair , Greg Durrett


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Optimal Neural Program Synthesis from Multimodal Specifications


Oct 04, 2020
Xi Ye , Qiaochu Chen , Isil Dillig , Greg Durrett


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Benchmarking Multimodal Regex Synthesis with Complex Structures


May 02, 2020
Xi Ye , Qiaochu Chen , Isil Dillig , Greg Durrett

* ACL2020 

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Sketch-Driven Regular Expression Generation from Natural Language and Examples


Aug 16, 2019
Xi Ye , Qiaochu Chen , Xinyu Wang , Isil Dillig , Greg Durrett


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