Po-Sen Huang

Most-cited papers

Competition-level code generation with AlphaCode
Yujia Li, David Choi, Junyoung Chung, Nate Kushman +22 more
2022Science2,651 citations Open access
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Learning deep structured semantic models for web search using clickthrough data
Po-Sen Huang, Xiao-Dong He, Jianfeng Gao, L. Deng +2 more
2013International Conference on Information and Knowledge Management2,330 citations
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Ethical and social risks of harm from Language Models
Laura Weidinger, John F. J. Mellor, Maribeth Rauh, Conor Griffin +19 more
2021arXiv.org1,702 citations
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Scaling Language Models: Methods, Analysis & Insights from Training Gopher
Jack W. Rae, Sebastian Borgeaud, Trevor Cai, Katie Milli-can +76 more
2021arXiv.org1,685 citations
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Taxonomy of Risks posed by Language Models
Laura Weidinger, Jonathan Uesato, Maribeth Rauh, Conor Griffin +19 more
2022Conference on Fairness, Accountability and Transparency1,191 citations Open access
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Improving alignment of dialogue agents via targeted human judgements
A. Glaese, Nat McAleese, Maja Trebacz, John Aslanides +30 more
2022arXiv.org691 citations Open access
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Are Labels Required for Improving Adversarial Robustness?
Jean-Baptiste Alayrac, Jonathan Uesato, Po-Sen Huang, Alhussein Fawzi +2 more
2019Neural Information Processing Systems367 citations
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ReasoNet: Learning to Stop Reading in Machine Comprehension
Ye-Long Shen, Po-Sen Huang, Jianfeng Gao, Wei-Zhu Chen
2016CoCo@NIPS308 citations Open access
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Reducing Sentiment Bias in Language Models via Counterfactual Evaluation
Po-Sen Huang, Huan Zhang, Ray Jiang, Robert Stanforth +5 more
2019Findings258 citations Open access
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Challenges in Detoxifying Language Models
Johannes Welbl, A. Glaese, Jonathan Uesato, Sumanth Dathathri +6 more
2021Conference on Empirical Methods in Natural Language Processing254 citations Open access
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Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation
Po-Sen Huang, Robert Stanforth, Johannes Welbl, Chris Dyer +4 more
2019Conference on Empirical Methods in Natural Language Processing186 citations Open access
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M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search
Ye-Long Shen, Jianshu Chen, Po-Sen Huang, Yuqing Guo +1 more
2018Neural Information Processing Systems149 citations
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Robust Text-to-SQL Generation with Execution-Guided Decoding
Chenglong Wang, Kedar Tatwawadi, Marc Brockschmidt, Po-Sen Huang +3 more
2018134 citations
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Kernel methods match Deep Neural Networks on TIMIT
Po-Sen Huang, H. Avron, T. Sainath, Vikas Sindhwani +1 more
2014IEEE International Conference on Acoustics, Speech, and Signal Processing132 citations
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Natural Language to Structured Query Generation via Meta-Learning
Po-Sen Huang, Chenglong Wang, Rishabh Singh, Wen-tau Yih +1 more
2018North American Chapter of the Association for Computational Linguistics131 citations Open access
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An Alternative Surrogate Loss for PGD-based Adversarial Testing
Sven Gowal, Jonathan Uesato, C. Qin, Po-Sen Huang +2 more
2019arXiv.org94 citations
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Discourse-Aware Neural Rewards for Coherent Text Generation
Antoine Bosselut, Asli Celikyilmaz, Xiao-Dong He, Jianfeng Gao +2 more
2018North American Chapter of the Association for Computational Linguistics84 citations Open access
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Towards Robust Image Classification Using Sequential Attention Models
Daniel Zoran, Mike Chrzanowski, Po-Sen Huang, Sven Gowal +2 more
2019Computer Vision and Pattern Recognition73 citations Open access
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Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models
Maribeth Rauh, John F. J. Mellor, Jonathan Uesato, Po-Sen Huang +8 more
2022Neural Information Processing Systems71 citations Open access
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Towards Neural Phrase-based Machine Translation
Po-Sen Huang, Chong Wang, Sitao Huang, Deng-Yong Zhou +1 more
2017International Conference on Learning Representations66 citations
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Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations
Sven Gowal, C. Qin, Po-Sen Huang, taylan. cemgil +3 more
2019Computer Vision and Pattern Recognition61 citations Open access
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Multimedia augmented reality information system for museum guidance
Chia-Yen Chen, B. Chang, Po-Sen Huang
2014Personal and Ubiquitous Computing60 citations
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Hypoglycemia and risk of vascular events and mortality: a systematic review and meta-analysis
J. Yeh, S. Sung, Hui-Mei Huang, Huei-Ling Yang +6 more
2016Acta Diabetologica57 citations
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Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension
David Golub, Po-Sen Huang, Xiao-Dong He, L. Deng
2017Conference on Empirical Methods in Natural Language Processing55 citations Open access
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A block-based 2D-to-3D conversion system with bilateral filter
Chao-Chung Cheng, Chung-Te Li, Po-Sen Huang, Tsung-Kai Lin +2 more
20092009 Digest of Technical Papers International Conference on Consumer Electronics54 citations
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Sequence Modeling via Segmentations
Chong Wang, Y. Wang, Po-Sen Huang, Abdel-rahman Mohamed +2 more
2017International Conference on Machine Learning50 citations
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Execution-Guided Neural Program Decoding
Chenglong Wang, Po-Sen Huang, Oleksandr Polozov, Marc Brockschmidt +1 more
2018arXiv.org47 citations
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Guest editorial: COVID-19 Pandemic and Health Informatics Part 2
Po-Sen Huang, Yvette C. Paulino, Stuart C. K. So, Dickson K. W. Chiu +1 more
2022Library hi tech46 citations Open access
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Random features for Kernel Deep Convex Network
Po-Sen Huang, L. Deng, Mark A. Hasegawa-Johnson, Xiao-Dong He
2013IEEE International Conference on Acoustics, Speech, and Signal Processing42 citations
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Predicting speech recognition confidence using deep learning with word identity and score features
Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong +1 more
2013IEEE International Conference on Acoustics, Speech, and Signal Processing39 citations
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Relationships between research supervisors and students from coursework-based master’s degrees: information usage under social media
Gunnan Dong, Dickson K. W. Chiu, Po-Sen Huang, Kevin K. W. Ho +2 more
202136 citations
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Modeling Large-Scale Structured Relationships with Shared Memory for Knowledge Base Completion
Ye-Long Shen, Po-Sen Huang, Ming-Wei Chang, Jianfeng Gao
2016Rep4NLP@ACL27 citations Open access
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Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Tutorial Abstracts
Roy Bar-Haim, L. Ein-Dor, Matan Orbach, Elad Venezian +496 more
202126 citations Open access
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Neural Phrase-based Machine Translation
Po-Sen Huang, Chong Wang, Deng-Yong Zhou, L. Deng
2017arXiv.org25 citations
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Cooperative Mobile Learning for the Investigation of Natural Science Courses in Elementary Schools
Po-Sen Huang, Po-Sheng Chiu, Yueh-Min Huang, Hua-Xu Zhong +1 more
2020Sustainability23 citations Open access
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Learning Transferable Graph Exploration
Han-Jun Dai, Yujia Li, Chenglong Wang, Rishabh Singh +2 more
2019Neural Information Processing Systems23 citations
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Implicit ReasoNet: Modeling Large-Scale Structured Relationships with Shared Memory
Ye-Long Shen, Po-Sen Huang, Ming-Wei Chang, Jianfeng Gao
2017arXiv.org20 citations
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Editorial
Po-Sen Huang, Yvette C. Paulino, Stuart C. K. So, Dickson K. W. Chiu +1 more
2021Library hi tech18 citations Open access
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ReinforceWalk: Learning to Walk in Graph with Monte Carlo Tree Search
Ye-Long Shen, Jianshu Chen, Po-Sen Huang, Yuqing Guo +1 more
2018International Conference on Learning Representations16 citations
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Neural Phrase-to-Phrase Machine Translation
Jiangtao Feng, Lingpeng Kong, Po-Sen Huang, Chong Wang +4 more
2018arXiv.org14 citations
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Terlipressin Versus Norepinephrine for Septic Shock: A Systematic Review and Meta-Analysis
Po-Sen Huang, Yu-Hong Guo, Bo Li, Qingquan Liu
2019Frontiers in Pharmacology13 citations Open access
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Crowdsourcing in Nursing Education: A Possibility of Creating a Personalized Online Learning Environment for Student Nurses in the Post-COVID Era
Yi Geng, Po-Sen Huang, Yeuh-Min Huang
2021Sustainability12 citations Open access
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The DeepMind Chinese–English Document Translation System at WMT2020
Lei Yu, Laurent Sartran, Po-Sen Huang, Wojciech Stokowiec +10 more
2020Conference on Machine Translation12 citations Open access
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Traversing Knowledge Graph in Vector Space without Symbolic Space Guidance
Ye-Long Shen, Po-Sen Huang, Ming-Wei Chang, Jianfeng Gao
201612 citations
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Extrinsic calibration of a multi-beam LiDAR system with improved intrinsic laser parameters using v-shaped planes and infrared images
Po-Sen Huang, Wen-Bin Hong, Hsiang-Jen Chien, Chia-Yen Chen
2013Image, Video, and Multidimensional Signal Processing Workshop12 citations
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Effects of STAT3 on aging-dependent neovascularization impairment following limb ischemia: from bedside to bench
W. Chang, You-Cheng Lin, C. Hong, Po-Sen Huang +4 more
2022Aging11 citations Open access
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The Efficacy and Safety of Esmolol for Septic Shock: A Systematic Review and Meta-analysis of Randomized Controlled Trials
Po-Sen Huang, Xiang-qing Zheng, Zhi Liu, Xiaolei Fang
2021Frontiers in Pharmacology11 citations Open access
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Deletion of MicroRNA-21 Impairs Neovascularization Following Limb Ischemia: From Bedside to Bench
W. Chang, Yu-Wen Lin, Po-Sen Huang, You-Cheng Lin +5 more
2022Frontiers in Cardiovascular Medicine10 citations Open access
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A Systematic Review and Meta-Analysis on a Disease in TCM: Astragalus Injection for Gathering Qi Depression
Yanxiang Ha, Po-Sen Huang, Yumeng Yan, Xiao-Long Xu +3 more
2020Evidence-Based Complementary and Alternative Medicine10 citations Open access
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Qiang Xin 1 Formula Suppresses Excessive Pro-Inflammatory Cytokine Responses and Microglia Activation to Prevent Cognitive Impairment and Emotional Dysfunctions in Experimental Sepsis
Xuerui Wang, Xiao-Long Xu, Yu-Hong Guo, Po-Sen Huang +6 more
2019Frontiers in Pharmacology9 citations Open access
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