In-Memory Distributed Training of Linear-Chain Conditional Random Fields with an Application to Fine-Grained Named Entity Recognition

Robert Schwarzenberg, Leonhard Hennig, Holmer Hemsen. In-Memory Distributed Training of Linear-Chain Conditional Random Fields with an Application to Fine-Grained Named Entity Recognition. In Georg Rehm, Thierry Declerck, editors, Language Technologies for the Challenges of the Digital Age - 27th International Conference, GSCL 2017, Berlin, Germany, September 13-14, 2017, Proceedings. Volume 10713 of Lecture Notes in Computer Science, pages 155-167, Springer, 2017. [doi]