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Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing.
Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou: Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. CoRR abs/2109.10540 (2021)
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HiTab: A Hierarchical Table Dataset for Question Answering and Natural...
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang: HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation....
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TAPEX: Table Pre-training via Learning a Neural SQL Executor.
Qian Liu, Bei Chen, Jiaqi Guo, Zeqi Lin, Jian-Guang Lou: TAPEX: Table Pre-training via Learning a Neural SQL Executor. CoRR abs/2107.07653 (2021)
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AISpeech-SJTU ASR System for the Accented English Speech Recognition Challenge.
Tian Tan, Yizhou Lu, Rao Ma, Sen Zhu, Jiaqi Guo, Yanmin Qian: AISpeech-SJTU ASR System for the Accented English Speech Recognition Challenge. ICASSP 2021: 6413-6417
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Weakly Supervised Semantic Parsing by Learning from Mistakes.
Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang: Weakly Supervised Semantic Parsing by Learning from Mistakes. EMNLP (Findings) 2021: 2603-2617
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Translating Headers of Tabular Data: A Pilot Study of Schema Translation.
Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou: Translating Headers of Tabular Data: A Pilot Study of Schema Translation. EMNLP (1) 2021: 56-66
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A 7m-range, 4.3mW/Ch. Ultrasound ASIC with Universal Energy Recycling TX for...
Han Wu, Miaolin Zhang, Jiaqi Guo, Zhichun Shao, Kian Ann Ng, Jiamin Li, Lian Zhang, Yilong Dong, Liuhao Wu, Chne-Wuen Tsai, Ho Yin Benjamin Lee, Liwei Lin, Jerald Yoo: A 7m-range, 4.3mW/Ch. Ultrasound...
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Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database...
Jiaqi Guo, Ziliang Si, Yu Wang, Qian Liu, Ming Fan, Jian-Guang Lou, Zijiang Yang, Ting Liu: Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL....
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Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing.
Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou: Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. ACL/IJCNLP (Findings) 2021: 1174-1189
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Robust Ordinal Regression: User Credit Grading with Triplet Loss-Based Sampling.
Jing Zhang, Jiaqi Guo, Yonggong Ren: Robust Ordinal Regression: User Credit Grading with Triplet Loss-Based Sampling. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 7:1-7:20 (2021)
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Specific Drivers and Responses to Land Surface Phenology of Different...
Jiaqi Guo, Xiaohong Liu, Wensen Ge, Xiaofeng Ni, Wenyuan Ma, Qiangqiang Lu, Xiaoyu Xing: Specific Drivers and Responses to Land Surface Phenology of Different Vegetation Types in the Qinling Mountains,...
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Towards Robustness of Text-to-SQL Models Against Natural and Realistic...
Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou: Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. CoRR abs/2212.09994 (2022)
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UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic...
Zhaoyun Jiang, Huayu Deng, Zhongkai Wu, Jiaqi Guo, Shizhao Sun, Vuksan Mijovic, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang: UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic...
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High-Resolution UAV Image Generation for Sorghum Panicle Detection.
Enyu Cai, Zhankun Luo, Sriram Baireddy, Jiaqi Guo, Changye Yang, Edward J. Delp: High-Resolution UAV Image Generation for Sorghum Panicle Detection. CoRR abs/2205.03947 (2022)
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ApolloRL: a Reinforcement Learning Platform for Autonomous Driving.
Fei Gao, Peng Geng, Jiaqi Guo, Yuan Liu, Dingfeng Guo, Yabo Su, Jie Zhou, Xiao Wei, Jin Li, Xu Liu: ApolloRL: a Reinforcement Learning Platform for Autonomous Driving. CoRR abs/2201.12609 (2022)
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BatDrone: A 9.83M-focal-points/s 7.76µs-Latency Ultrasound Imaging System...
Liuhao Wu, Jiaqi Guo, Rucheng Jiang, Yande Peng, Han Wu, Jiamin Li, Yilong Dong, Miaolin Zhang, Zhuoyue Li, Kian Ann Ng, Chne-Wuen Tsai, Lian Zhang, Longyang Lin, Liwei Lin, Jerald Yoo: BatDrone: A...
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Testing Machine Learning Systems in Industry: An Empirical Study.
Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang: Testing Machine Learning Systems in Industry: An Empirical Study. ICSE (SEIP) 2022: 263-272
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TAPEX: Table Pre-training via Learning a Neural SQL Executor.
Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou: TAPEX: Table Pre-training via Learning a Neural SQL Executor. ICLR 2022
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Exploring the Secrets Behind the Learning Difficulty of Meaning...
Zhenwen Li, Jiaqi Guo, Qian Liu, Jian-Guang Lou, Tao Xie: Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing. EMNLP 2022: 3616-3625
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High-Resolution UAV Image Generation for Sorghum Panicle Detection.
Enyu Cai, Zhankun Luo, Sriram Baireddy, Jiaqi Guo, Changye Yang, Edward J. Delp: High-Resolution UAV Image Generation for Sorghum Panicle Detection. CVPR Workshops 2022: 1675-1684
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