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
2171 2021 Sum-product networks: a new deep architecture P Domingos, H Poon
Proceedings of the 12th Conference on Uncertainty in Artificial Intelligence …, 2012
945 * 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
935 2015 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
869 2022 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, 28541-28564, 2023
698 2023 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
633 2017 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
455 2021 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
382 2009 Sound and efficient inference with probabilistic and deterministic dependencies H Poon, P Domingos
AAAI 6, 458-463, 2006
363 2006 Can generalist foundation models outcompete special-purpose tuning? case study in medicine H Nori, YT Lee, S Zhang, D Carignan, R Edgar, N Fusi, N King, J Larson, ...
arXiv preprint arXiv:2311.16452, 2023
334 2023 Biomedclip: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs S Zhang, Y Xu, N Usuyama, H Xu, J Bagga, R Tinn, S Preston, R Rao, ...
arXiv preprint arXiv:2303.00915, 2023
331 * 2023 Joint inference in information extraction H Poon, P Domingos
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 22 (1), 913, 2007
327 2007 Distant supervision for relation extraction beyond the sentence boundary C Quirk, H Poon
arXiv preprint arXiv:1609.04873, 2016
321 2016 Making the most of text semantics to improve biomedical vision–language processing B Boecking, N Usuyama, S Bannur, DC Castro, A Schwaighofer, S Hyland, ...
European conference on computer vision, 1-21, 2022
278 2022 Joint unsupervised coreference resolution with Markov logic H Poon, P Domingos
Proceedings of the Conference on Empirical Methods in Natural Language …, 2008
277 2008 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
261 2017 A whole-slide foundation model for digital pathology from real-world data H Xu, N Usuyama, J Bagga, S Zhang, R Rao, T Naumann, C Wong, ...
Nature 630 (8015), 181-188, 2024
226 2024 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
200 2020 Document-Level R Jia, C Wong, H Poon
arXiv preprint arXiv:1904.02347, 2019
192 2019 
Tristan NaumannPrincipal Researcher, Microsoft Research Health FuturesBestätigte E-Mail-Adresse bei microsoft.com
