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Hoifung Poon
Hoifung Poon
General Manager, Microsoft Health Futures
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
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
15482021
Sum-product networks: a new deep architecture
P Domingos, H Poon
Proceedings of the 12th Conference on Uncertainty in Artificial Intelligence …, 2012
886*2012
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
8162015
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
5782017
BioGPT: generative pre-trained transformer for biomedical text generation and mining
R Luo, L Sun, Y Xia, T Qin, S Zhang, H Poon, TY Liu
Briefings in bioinformatics 23 (6), bbac409, 2022
4902022
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
393*2008
Unsupervised semantic parsing
H Poon, P Domingos
Proceedings of the 2009 conference on empirical methods in natural language …, 2009
3672009
Sound and efficient inference with probabilistic and deterministic dependencies
H Poon, P Domingos
AAAI 6, 458-463, 2006
3582006
Chapter 1. Neural-Symbolic Learning and Reasoning: A Survey and Interpretation 1
TR Besold, A d’Avila Garcez, S Bader, H Bowman, P Domingos, P Hitzler, ...
Neuro-Symbolic Artificial Intelligence: The State of the Art, 1-51, 2021
3542021
Joint inference in information extraction
H Poon, P Domingos
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 22 (1), 913, 2007
3332007
Distant supervision for relation extraction beyond the sentence boundary
C Quirk, H Poon
arXiv preprint arXiv:1609.04873, 2016
2932016
Joint unsupervised coreference resolution with Markov logic
H Poon, P Domingos
Proceedings of the Conference on Empirical Methods in Natural Language …, 2008
2862008
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
2282017
Llava-med: Training a large language-and-vision assistant for biomedicine in one day
C Li, C Wong, S Zhang, N Usuyama, H Liu, J Yang, T Naumann, H Poon, ...
Advances in Neural Information Processing Systems 36, 2024
1872024
Unsupervised ontology induction from text
H Poon, P Domingos
Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010
1852010
Unsupervised morphological segmentation with log-linear models
H Poon, C Cherry, K Toutanova
Proceedings of Human Language Technologies: The 2009 Annual Conference of …, 2009
1772009
Adversarial training for large neural language models
X Liu, H Cheng, P He, W Chen, Y Wang, H Poon, J Gao
arXiv preprint arXiv:2004.08994, 2020
1692020
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
166*2006
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
1572016
Upper bounds of dynamic chromatic number
HJ Lai, B Montgomery, H Poon
Ars combinatoria 68 (3), 193-201, 2003
1532003
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