--- title: "Pedro Domingos — all works — Elamur Research" description: "All 29 works of Pedro Domingos in the Elamur Research library, the most cited first: our summaries where we have them, else the original." canonical: "https://research.elamur.ai/free/en/authors/pedro-domingos/works/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/pedro-domingos/works/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Pedro Domingos](https://md.research.elamur.ai/free/en/authors/pedro-domingos/) / all works # Pedro Domingos — all works 29 works · [← Pedro Domingos](https://md.research.elamur.ai/free/en/authors/pedro-domingos/) 1. **[Sum-Product Networks: A New Deep Architecture ↗](https://arxiv.org/abs/1202.3732) arXiv (Cornell University) · no summary yet**Hoifung Poon, Pedro Domingos*2012 · 379 citations* 2. **[Unsupervised Semantic Parsing](https://md.research.elamur.ai/free/en/papers/poon-2009-unsupervised-semantic-parsing/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hoifung Poon, Pedro Domingos*2009 · 346 citations* 3. **[Learning the structure of Markov logic networks ↗](https://doi.org/10.1145/1102351.1102407) International Conference on Machine Learning · no summary yet**Stanley Kok, Pedro Domingos*2005 · 311 citations* 4. **[Naive Bayes models for probability estimation ↗](https://doi.org/10.1145/1102351.1102418) International Conference on Machine Learning · no summary yet**Daniel Lowd, Pedro Domingos*2005 · 306 citations* 5. **[Joint Unsupervised Coreference Resolution with Markov Logic](https://md.research.elamur.ai/free/en/papers/poon-2008-joint-unsupervised-coreference-resolution-markov/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hoifung Poon, Pedro Domingos*2008 · 273 citations* 6. **[Joint inference in information extraction ↗](https://openalex.org/W1599188306) no summary yet**Hoifung Poon, Pedro Domingos*2007 · 260 citations* 7. **[Neural-Symbolic Learning and Reasoning: A Survey and Interpretation ↗](https://arxiv.org/abs/1711.03902) arXiv (Cornell University) · no summary yet**Tarek R. Besold et al.*2017 · 258 citations* 8. **[Sound and efficient inference with probabilistic and deterministic dependencies ↗](https://openalex.org/W203049729) no summary yet**Hoifung Poon, Pedro Domingos*2006 · 250 citations* 9. **[Deep transfer via second-order Markov logic ↗](https://doi.org/10.1145/1553374.1553402) International Conference on Machine Learning · no summary yet**Jesse J. Davis, Pedro Domingos*2009 · 224 citations* 10. **[Unsupervised Ontology Induction from Text ↗](https://aclanthology.org/P10-1031/) Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics · no summary yet**Hoifung Poon, Pedro Domingos*2010 · 143 citations* 11. **[Learning Markov logic network structure via hypergraph lifting ↗](https://doi.org/10.1145/1553374.1553440) International Conference on Machine Learning · no summary yet**Stanley Kok, Pedro Domingos*2009 · 111 citations* 12. **[Unifying Logical and Statistical AI ↗](https://doi.org/10.1145/2933575.2935321) Proceedings - Symposium on Logic in Computer Science · no summary yet**Pedro Domingos et al.*2016 · 92 citations* 13. **[A general method for reducing the complexity of relational inference and its application to MCMC ↗](https://openalex.org/W2130944959) no summary yet**Hoifung Poon, Pedro Domingos, Marc Sumner*2008 · 81 citations* 14. **[Chapter 1. Neural-Symbolic Learning and Reasoning: A Survey and Interpretation1 ↗](https://doi.org/10.3233/faia210348) Frontiers in artificial intelligence and applications · no summary yet**Tarek R. Besold et al.*2021 · 78 citations* 15. **[Machine Reading at the University of Washington ↗](https://aclanthology.org/W10-0911/) Proceedings of the NAACL HLT 2010 First International Workshop on Formalisms and Methodology for Learning by Reading · no summary yet**Hoifung Poon et al.*2010 · 45 citations* 16. **[Markov Logic ↗](https://doi.org/10.1007/978-3-540-78652-8_4) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 39 citations* 17. **[Just Add Weights: Markov Logic for the Semantic Web ↗](https://doi.org/10.1007/978-3-540-89765-1_1) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 29 citations* 18. **[Machine reading: a Killer app for statistical relational AI ↗](https://openalex.org/W2401657145) no summary yet**Hoifung Poon, Pedro Domingos*2010 · 21 citations* 19. **[Markov Logic: A Unifying Language for Structural and Statistical Pattern Recognition ↗](https://doi.org/10.1007/978-3-540-89689-0_3) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 6 citations* 20. **[Markov Logic: A Language and Algorithms for Link Mining ↗](https://doi.org/10.1007/978-1-4419-6515-8_5) Springer eBooks · no summary yet**Pedro Domingos et al.*2010 · 4 citations* 21. **[Unsupervised ontological induction from text ↗](https://openalex.org/W7100124217) no summary yet**Hoifung Poon, Pedro Domingos*2010 · 3 citations* 22. **[Markov logic for machine reading ↗](https://openalex.org/W2528981234) no summary yet**Pedro Domingos, Hoifung Poon*2011 · 2 citations* 23. **[Just add weights ↗](https://doi.org/10.1007/978-3-540-89765-1-1) no summary yet**Pedro Domingos et al.*2008 · 1 citation* 24. **[Deep Learning for Semantic Parsing ↗](https://openalex.org/W7096713794) no summary yet**Hoifung Poon, Pedro Domingos*2015* 25. **[Unsupervised Language Learning: Semantic Parsing and Beyond ↗](https://openalex.org/W7097456987) no summary yet**Hoifung Poon, Pedro Domingos*2014* 26. **[Sum-Product Networks for Deep Learning ↗](https://openalex.org/W7100656177) no summary yet**Hoifung Poon, Pedro Domingos*2013* 27. **[Faust: Flexible Acquistion and Understanding System for Text ↗](https://doi.org/10.21236/ada588330) no summary yet**L. L. Voss et al.*2013* 28. **[The alchemy system for statistical relational ai: User manual. BIBLIOGRAPHY ↗](https://openalex.org/W7100274835) no summary yet**Stanley Kok et al.*2010* 29. **[M.: A general method for reducing the complexity of relational inference and its application to MCMC. AAAI’08. Pp 1075–1080 ↗](https://openalex.org/W7100166041) no summary yet**Hoifung Poon, Pedro Domingos, Marc Sumner*2008*