- 2016-Mar-01 : Alan Edelman, Julia co-founder explains why Julia is a Fast Language for Numerical Computing.
- GitXiv :: Collaborative Open Computer Science Portal. The website code on github.
- The ReScience journal and Wiki.
- Cite.jl :: Cite Julia packages in your papers easily!
- ABigSurvey :: A Survey of hundreds of survey papers on Natural Language Processing (NLP) and Machine Learning (ML) papers, categorized into popular topics with simple counting for some interesting problems and a list of the papers with urls (441 papers).
- MT-paper-lists :: It contains machine translation papers from recent conferences including ACL, EMNLP, NAACL and COLING and some interesting research works grouped by different areas, such as deep network, neural architecture search, etc..
- How to write, publish, and review scientific papers in the early 21st Century
- Julia language research publications.
- Shah, Viral B., et al. Novel Algebras for Advanced Analytics in Julia, IEEE-HPEC (2013).
- Foulds, James, et al. Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation. Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2013.
- Tran, M-N., et al. Annealed Important Sampling for Models with Latent Variables. arXiv preprint arXiv:1402.6035 (2014).
- Picchini, Umberto, and Julie Lyng Forman. Accelerating inference for diffusions observed with measurement error and large sample sizes using Approximate Bayesian Computation: A case study. arXiv preprint arXiv:1310.0973 (2013).
- Lin, Dahua. Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation. Advances in Neural Information Processing Systems. 2013.
- Matthew Farrell, and David Taylor, Department of Computer Science, Urbana, IL: Julia Paper and the PDF file can be download here.
- Bezanson Jeff, et al. Julia: A fresh approach to numerical computing, 07-November-2014.