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Data Distillation: A Survey


Jan 11, 2023
Noveen Sachdeva, Julian McAuley

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* Under review. 19 pages, 4 figures 

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Synthetic Pre-Training Tasks for Neural Machine Translation


Dec 19, 2022
Zexue He, Graeme Blackwood, Rameswar Panda, Julian McAuley, Rogerio Feris

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* 17 pages including appendix, 3 figures 

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CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos


Dec 14, 2022
Hao-Wen Dong, Naoya Takahashi, Yuki Mitsufuji, Julian McAuley, Taylor Berg-Kirkpatrick

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Controlling Bias Exposure for Fair Interpretable Predictions


Oct 14, 2022
Zexue He, Yu Wang, Julian McAuley, Bodhisattwa Prasad Majumder

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* To appear at EMNLP2022 as Findings 

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InterFair: Debiasing with Natural Language Feedback for Fair Interpretable Predictions


Oct 14, 2022
Bodhisattwa Prasad Majumder, Zexue He, Julian McAuley

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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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UCEpic: Unifying Aspect Planning and Lexical Constraints for Explainable Recommendation


Sep 28, 2022
Jiacheng Li, Zhankui He, Jingbo Shang, Julian McAuley

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On Faithfulness and Coherence of Language Explanations for Recommendation Systems


Sep 12, 2022
Zhouhang Xie, Julian McAuley, Bodhisattwa Prasad Majumder

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Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments


Sep 07, 2022
Ke Chen, Hao-Wen Dong, Yi Luo, Julian McAuley, Taylor Berg-Kirkpatrick, Miller Puckette, Shlomo Dubnov

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* The 23rd International Society for Music Information Retrieval Conference, 2022 
* Camera Ready for Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022 

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Representing Knowledge by Spans: A Knowledge-Enhanced Model for Information Extraction


Aug 20, 2022
Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian McAuley, Chun-Nan Hsu

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* CIKM 2022 

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