| 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 | 999 | 2021 |
| Sum-product networks: A new deep architecture H Poon, P Domingos Uncertainty in Artificial Intelligence, 2011 | 827 | 2011 |
| 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 | 713 | 2015 |
| 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 | 513 | 2017 |
| 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 | 395* | 2008 |
| Sound and efficient inference with probabilistic and deterministic dependencies H Poon, P Domingos AAAI 6, 458-463, 2006 | 356 | 2006 |
| Unsupervised semantic parsing H Poon, P Domingos Proceedings of the 2009 conference on empirical methods in natural language …, 2009 | 349 | 2009 |
| Joint inference in information extraction H Poon, P Domingos PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 22 (1), 913, 2007 | 328 | 2007 |
| Joint unsupervised coreference resolution with Markov logic H Poon, P Domingos Proceedings of the Conference on Empirical Methods in Natural Language …, 2008 | 282 | 2008 |
| Neural-symbolic learning and reasoning: A survey and interpretation AA Garcez, S Bader, H Bowman, LC Lamb, L de Penning, BV Illuminoo, ... Neuro-Symbolic Artificial Intelligence: The State of the Art 342 (1), 327, 2022 | 273 | 2022 |
| Distant supervision for relation extraction beyond the sentence boundary C Quirk, H Poon arXiv preprint arXiv:1609.04873, 2016 | 264 | 2016 |
| 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 | 199 | 2017 |
| Unsupervised ontology induction from text H Poon, P Domingos Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010 | 187 | 2010 |
| Unsupervised morphological segmentation with log-linear models H Poon, C Cherry, K Toutanova Proceedings of Human Language Technologies: The 2009 Annual Conference of …, 2009 | 174 | 2009 |
| 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 | 165 | 2022 |
| 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 | 161* | 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 | 150 | 2016 |
| Joint inference for knowledge extraction from biomedical literature H Poon, L Vanderwende Human language technologies: the 2010 annual conference of the North …, 2010 | 150 | 2010 |
| Upper bounds of dynamic chromatic number HJ Lai, B Montgomery, H Poon Ars combinatoria 68 (3), 193-201, 2003 | 139 | 2003 |
| Probabilistic frame induction JCK Cheung, H Poon, L Vanderwende arXiv preprint arXiv:1302.4813, 2013 | 123 | 2013 |
Tristan NaumannPrincipal Researcher, Microsoft Research Health FuturesVerified email at microsoft.com
