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Po-Sen Huang
Po-Sen Huang
Research Scientist, DeepMind
Preverjeni e-poštni naslov na google.com - Domača stran
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Leto
Learning deep structured semantic models for web search using clickthrough data
PS Huang, X He, J Gao, L Deng, A Acero, L Heck
Proceedings of the 22nd ACM international conference on Information …, 2013
24782013
Taxonomy of risks posed by language models
L Weidinger, J Uesato, M Rauh, C Griffin, PS Huang, J Mellor, A Glaese, ...
Proceedings of the 2022 ACM conference on fairness, accountability, and …, 2022
1647*2022
Scaling language models: Methods, analysis & insights from training gopher
JW Rae, S Borgeaud, T Cai, K Millican, J Hoffmann, F Song, J Aslanides, ...
arXiv preprint arXiv:2112.11446, 2021
1360*2021
Competition-level code generation with alphacode
Y Li, D Choi, J Chung, N Kushman, J Schrittwieser, R Leblond, T Eccles, ...
Science 378 (6624), 1092-1097, 2022
11742022
DEEP LEARNING FOR MONAURAL SPEECH SEPARATION
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
ICASSP 1, 2014
5582014
Joint optimization of masks and deep recurrent neural networks for monaural source separation
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (12 …, 2015
5542015
Improving alignment of dialogue agents via targeted human judgements
A Glaese, N McAleese, M Trębacz, J Aslanides, V Firoiu, T Ewalds, ...
arXiv preprint arXiv:2209.14375, 2022
4932022
SINGING-VOICE SEPARATION FROM MONAURAL RECORDINGS USING ROBUST PRINCIPAL COMPONENT ANALYSIS
PS Huang, SD Chen, P Smaragdis, M Hasegawa-Johnson
4542012
Are Labels Required for Improving Adversarial Robustness?
J Uesato, JB Alayrac, PS Huang, A Fawzi, R Stanforth, P Kohli
Advances in Neural Information Processing Systems, 12192-12202, 2019
395*2019
Reasonet: Learning to stop reading in machine comprehension
Y Shen, PS Huang, J Gao, W Chen
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
3392017
Challenges in detoxifying language models
J Welbl, A Glaese, J Uesato, S Dathathri, J Mellor, LA Hendricks, ...
arXiv preprint arXiv:2109.07445, 2021
2512021
Reducing sentiment bias in language models via counterfactual evaluation
PS Huang, H Zhang, R Jiang, R Stanforth, J Welbl, J Rae, V Maini, ...
arXiv preprint arXiv:1911.03064, 2019
2162019
M-walk: Learning to walk over graphs using monte carlo tree search
Y Shen, J Chen, PS Huang, Y Guo, J Gao
Advances in Neural Information Processing Systems 31, 2018
1962018
Singing-Voice Separation from Monaural Recordings using Deep Recurrent Neural Networks.
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
ISMIR, 477-482, 2014
1932014
Achieving verified robustness to symbol substitutions via interval bound propagation
PS Huang, R Stanforth, J Welbl, C Dyer, D Yogatama, S Gowal, ...
arXiv preprint arXiv:1909.01492, 2019
1852019
Kernel methods match deep neural networks on timit
PS Huang, H Avron, TN Sainath, V Sindhwani, B Ramabhadran
2014 IEEE international conference on acoustics, speech and signal …, 2014
1682014
Natural language to structured query generation via meta-learning
PS Huang, C Wang, R Singh, W Yih, X He
arXiv preprint arXiv:1803.02400, 2018
1442018
Robust text-to-sql generation with execution-guided decoding
C Wang, K Tatwawadi, M Brockschmidt, PS Huang, Y Mao, O Polozov, ...
arXiv preprint arXiv:1807.03100, 2018
1162018
Towards Neural Phrase-based Machine Translation
PS Huang, C Wang, D Zhou, L Deng
arXiv preprint arXiv:1706.05565, 2017
1072017
Discourse-aware neural rewards for coherent text generation
A Bosselut, A Celikyilmaz, X He, J Gao, PS Huang, Y Choi
arXiv preprint arXiv:1805.03766, 2018
962018
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