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Batch Prompting: Efficient Inference with Large Language Model APIs


Jan 19, 2023
Zhoujun Cheng, Jungo Kasai, Tao Yu

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* 18 pages, 9 figures 

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One Embedder, Any Task: Instruction-Finetuned Text Embeddings


Dec 20, 2022
Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-tau Yih, Noah A. Smith, Luke Zettlemoyer, Tao Yu

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Realization Scheme for Visual Cryptography with Computer-generated Holograms


Dec 10, 2022
Tao Yu, Jinge Ma, Guilin Li, Dongyu Yang, Rui Ma, Yishi Shi

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* International Workshop on Holography and related technologies (IWH) 2018 

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Coder Reviewer Reranking for Code Generation


Nov 29, 2022
Tianyi Zhang, Tao Yu, Tatsunori B. Hashimoto, Mike Lewis, Wen-tau Yih, Daniel Fried, Sida I. Wang

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DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation


Nov 18, 2022
Yuhang Lai, Chengxi Li, Yiming Wang, Tianyi Zhang, Ruiqi Zhong, Luke Zettlemoyer, Scott Wen-tau Yih, Daniel Fried, Sida Wang, Tao Yu

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Task Residual for Tuning Vision-Language Models


Nov 18, 2022
Tao Yu, Zhihe Lu, Xin Jin, Zhibo Chen, Xinchao Wang

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* A new paradigm for tuning vision-language models 

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Speech Enhancement with Fullband-Subband Cross-Attention Network


Nov 10, 2022
Jun Chen, Wei Rao, Zilin Wang, Zhiyong Wu, Yannan Wang, Tao Yu, Shidong Shang, Helen Meng

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* Accepted by InterSpeech 2022. arXiv admin note: text overlap with arXiv:2203.12188 

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Binding Language Models in Symbolic Languages


Oct 06, 2022
Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu

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* 24 pages, 10 figures 

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NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries


Sep 24, 2022
Yiru Chen, Ryan Li, Austin Mac, Tianbao Xie, Tao Yu, Eugene Wu

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* 5 pages, IEEE Visualization Conference NLVIZ Workshop 2022 

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Unified Joint Matrix-Monotonic Optimization of MIMO Training Sequences and Transceivers


Sep 22, 2022
Chengwen Xing, Tao Yu, Jinpeng Song, Zhong Zheng, Lian Zhao, Lajos Hanzo

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* 29 pages, 7 figures 

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