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Hoifung Poon
Hoifung Poon
Senior Director, Biomedical NLP, Microsoft Research
E-mail confirmado em microsoft.com - Página inicial
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Sum-product networks: A new deep architecture
H Poon, P Domingos
Uncertainty in Artificial Intelligence, 2011
6972011
Representing text for joint embedding of text and knowledge bases
K Toutanova, D Chen, P Pantel, H Poon, P Choudhury, M Gamon
Proceedings of the 2015 conference on empirical methods in natural language …, 2015
5272015
Cross-sentence n-ary relation extraction with graph lstms
N Peng, H Poon, C Quirk, K Toutanova, W Yih
Transactions of the Association for Computational Linguistics 5, 101-115, 2017
3922017
The alchemy system for statistical relational ai: User manual
S Kok, P Singla, M Richardson, P Domingos, M Sumner, H Poon, D Lowd, ...
Department of Computer Science and Engineering, University of Washington, 2008
386*2008
Sound and efficient inference with probabilistic and deterministic dependencies
H Poon, P Domingos
AAAI 6, 458-463, 2006
3502006
Joint inference in information extraction
H Poon, P Domingos
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 22 (1), 913, 2007
3242007
Unsupervised semantic parsing
H Poon, P Domingos
Proceedings of the 2009 conference on empirical methods in natural language …, 2009
3202009
Domain-specific language model pretraining for biomedical natural language processing
Y Gu, R Tinn, H Cheng, M Lucas, N Usuyama, X Liu, T Naumann, J Gao, ...
ACM Transactions on Computing for Healthcare (HEALTH) 3 (1), 1-23, 2021
2792021
Joint unsupervised coreference resolution with Markov logic
H Poon, P Domingos
Proceedings of the Conference on Empirical Methods in Natural Language …, 2008
2772008
Distant supervision for relation extraction beyond the sentence boundary
C Quirk, H Poon
arXiv preprint arXiv:1609.04873, 2016
2072016
Unsupervised ontology induction from text
H Poon, P Domingos
Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010
1792010
Unsupervised morphological segmentation with log-linear models
H Poon, C Cherry, K Toutanova
Proceedings of Human Language Technologies: The 2009 Annual Conference of …, 2009
1682009
Neural-symbolic learning and reasoning: A survey and interpretation
TR Besold, AA Garcez, S Bader, H Bowman, P Domingos, P Hitzler, ...
arXiv preprint arXiv:1711.03902, 2017
1642017
Unifying logical and statistical AI
P Domingos, S Kok, H Poon, M Richardson, P Singla
Proceedings of the Twenty-First National Conference on Artificial …, 2006
155*2006
Classification of common human diseases derived from shared genetic and environmental determinants
K Wang, H Gaitsch, H Poon, NJ Cox, A Rzhetsky
Nature genetics 49 (9), 1319-1325, 2017
1532017
Joint inference for knowledge extraction from biomedical literature
H Poon, L Vanderwende
Human language technologies: the 2010 annual conference of the North …, 2010
1492010
Compositional learning of embeddings for relation paths in knowledge base and text
K Toutanova, XV Lin, W Yih, H Poon, C Quirk
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
1282016
Upper bounds of dynamic chromatic number
HJ Lai, B Montgomery, H Poon
Ars combinatoria 68 (3), 193-201, 2003
1242003
Probabilistic frame induction
JCK Cheung, H Poon, L Vanderwende
arXiv preprint arXiv:1302.4813, 2013
1152013
A general method for reducing the complexity of relational inference and its application to MCMC
H Poon, P Domingos, M Sumner
Proceedings of the 23rd national conference on Artificial intelligence, 1075 …, 2008
1052008
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