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Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation


Dec 24, 2022
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu

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OASum: Large-Scale Open Domain Aspect-based Summarization


Dec 19, 2022
Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda Petzold, Dong Yu

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ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion


Dec 06, 2022
Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen

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* ICDMW 2022 

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Deep Neural Mel-Subband Beamformer for In-car Speech Separation


Nov 22, 2022
Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu

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* Submitted to ICASSP 2023 

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Efficient Zero-shot Event Extraction with Context-Definition Alignment


Nov 13, 2022
Hongming Zhang, Wenlin Yao, Dong Yu

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* Accepted by EMNLP 2022 findings 

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Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing


Nov 08, 2022
Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu

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* 15 pages, 5 figures 

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Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models


Oct 28, 2022
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen

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Toward Unifying Text Segmentation and Long Document Summarization


Oct 28, 2022
Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu

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* EMNLP 2022 (Long Paper) 

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