Search results with tag "Natural language processing"
Introduction to natural language processing
london.ac.ukgraduates with knowledge of natural language processing techniques are finding employment in areas such as text analytics, sentiment analysis, topic detection and information extraction. Assessment The course is assessed via an unseen written examination. A sample examination paper is provided in the Appendix at the end of this subject guide ...
POST GRADUATE PROGRAM IN
d9jmtjs5r4cgq.cloudfront.netOptimization Techniques Advanced Statistics • Linear Programming • Goal Programming ... sales of a consumer durables retailer using POS data analytics ... Techniques used: NLP (Natural Language Processing), Vector Space Model, Latent Semantic Analysis
arXiv:1702.01923v1 [cs.CL] 7 Feb 2017
arxiv.orgComparative Study of CNN and RNN for Natural Language Processing Wenpeng Yin y, Katharina Kann , Mo Yuz and Hinrich Schutze¨ y yCIS, LMU Munich, Germany zIBM Research, USA fwenpeng,kanng@cis.lmu.de, yum@us.ibm.com Abstract Deep neural networks (DNNs) have rev-
Natural Language Processing with Python
tjzhifei.github.ioNatural Language Processing—or NLP for short—in a wide sense to cover any kind of computer manipulation of natural language. At one extreme, it could be as simple as counting word frequencies to compare different writing styles. At the other extreme, NLP involves “understanding” complete human utterances, at least to the extent of
Natural Language Processing (Almost) from Scratch
jmlr.orgWe propose a unified neural network architecture and learnin g algorithm that can be applied to var- ... basis of vast amounts of mostly unlabeled training data. This work is then used as a basis for ... They perform dynamic programming at test time. Later, they improved their results up to 93.91% (Kudo and Matsumoto, 2001) using an
Natural Language Processing - University of Cambridge
www.cl.cam.ac.ukOverview NLP is a large and multidisciplinary eld, so this course can only provide a very general introduction. The rst lecture is designed to give an overview of the main subareas and a very brief idea of the main applications and