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Efficient Image Captioning for Edge Devices


Dec 18, 2022
Ning Wang, Jiangrong Xie, Hang Luo, Qinglin Cheng, Jihao Wu, Mingbo Jia, Linlin Li

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* To appear in AAAI 2023 

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Controllable Image Captioning via Prompting


Dec 04, 2022
Ning Wang, Jiahao Xie, Jihao Wu, Mingbo Jia, Linlin Li

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* To appear in AAAI 2023 

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PDE-constrained shape registration to characterize biological growth and morphogenesis from imaging data


Apr 05, 2022
Aishwarya Pawar, Linlin Li, Arun K Gosain, David M Umulis, Adrian B Tepole

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* 11 figures 

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Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding


Jan 12, 2022
Xiao Xu, Libo Qin, Kaiji Chen, Guoxing Wu, Linlin Li, Wanxiang Che

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* Accepted by AAAI 2022 

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DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling


Sep 22, 2021
Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu

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* EMNLP 2021 Long Paper 

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LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation


Mar 11, 2021
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu

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Improving Task-Agnostic BERT Distillation with Layer Mapping Search


Dec 11, 2020
Xiaoqi Jiao, Huating Chang, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu

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TinyBERT: Distilling BERT for Natural Language Understanding


Sep 24, 2019
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu

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* 13 pages, 2 figures, 9 tables 

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