M
Michael Karlen
Researcher at École Polytechnique Fédérale de Lausanne
Publications - 3
Citations - 7691
Michael Karlen is an academic researcher from École Polytechnique Fédérale de Lausanne. The author has contributed to research in topics: Chunking (psychology) & Named-entity recognition. The author has an hindex of 3, co-authored 3 publications receiving 7119 citations.
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Journal Article
Natural Language Processing (Almost) from Scratch
TL;DR: A unified neural network architecture and learning algorithm that can be applied to various natural language processing tasks including part-of-speech tagging, chunking, named entity recognition, and semantic role labeling is proposed.
Posted Content
Natural Language Processing (almost) from Scratch
TL;DR: The authors proposed a unified neural network architecture and learning algorithm that can be applied to various natural language processing tasks including: part-of-speech tagging, chunking, named entity recognition, and semantic role labeling.
Proceedings ArticleDOI
Large scale manifold transduction
TL;DR: This work shows how the regularizer of Transductive Support Vector Machines can be trained by stochastic gradient descent for linear models and multi-layer architectures, and proposes a natural generalization of the TSVM loss function that takes into account neighborhood and manifold information directly.