Published papers, publications, and other literature. Papers and publications where the author is Nikola Milosevic. These papers could be in natural language processing (NLP), machine learning, security, text mining or some other topic.
Problems with knowledge graphs and perceptions about them
Knowledge graphs have for some time traction in both research and academia. Most of the traction started in the 1990s with semantic web, which was one iteration of Web 3.0 (before blockchain), but then it expanded with the new graph databases. Since Google in 2012 introduced knowledge graph in industry…
Might of the word embeddings
Three most important lessons about neural networks and word embeddings: 1. No free lunch, 2. Size matters, 3. Engineering matters
[New Paper] Information extraction from tables in literature
About two months ago, a paper that resulted from my Ph.D. work has been published in the International Journal of Document Analysis and Recognition. The paper is titled “A framework for information extraction from tables in biomedical literature”.
Awarded best paper award on NLDB 2018 conference
A paper called “Classification of Intangible Social Innovation Concepts” that was submitted and accepted for presentation at 23rd International Conference on Natural Language & Information Systems (NLDB2018) and was held in Paris, France from 13th to 15th June 2018, received one of the best paper award. In total 3 papers were awarded as…
Marvin – A tool for semantic annotation released
During the last week I have released a version of Marvin – a tool for semantic annotations, that is able to annotate text using various sources, such as UMLS (using MetaMap), DBPedia, using some SPARQL interface, WordNet and probably most importantly SKOS (Simple Knowledge Organization System ) format for representing lexicons,…