A Primer on Neural Network Models for Natural Language Processing

2 October 2015

Papers citing "A Primer on Neural Network Models for Natural Language Processing"

23 / 73 papers shown

Title
Decision support from financial disclosures with deep neural networks and transfer learning Mathias Kraus Stefan Feuerriegel AIFin 24 261 0 11 Oct 2017
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design Zhourui Song Zhenyu Liu Dongsheng Wang 23 41 0 22 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 35 2,823 0 09 Aug 2017
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados Mohammad Taher Pilehvar 40 141 0 06 Jul 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 20 224 0 01 Jun 2017
Are distributional representations ready for the real world? Evaluating word vectors for grounded perceptual meaning L. Lucy Jon Gauthier NAI 26 60 0 31 May 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 27 808 0 29 Mar 2017
Native Language Identification using Stacked Generalization S. Malmasi Mark Dras 11 39 0 19 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 29 171 0 05 Mar 2017
Random vector generation of a semantic space Jean-François Delpech Sabine Ploux 27 0 0 05 Mar 2017
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization Ye Zhang Matthew Lease Byron C. Wallace 8 15 0 08 Feb 2017
Byte-based Language Identification with Deep Convolutional Networks Johannes Bjerva 13 16 0 28 Sep 2016
Semantic Tagging with Deep Residual Networks Johannes Bjerva Barbara Plank Johan Bos VLM SSeg 17 78 0 22 Sep 2016
Rationale-Augmented Convolutional Neural Networks for Text Classification Ye Zhang Iain J. Marshall Byron C. Wallace 26 161 0 14 May 2016
DeepPicker: a Deep Learning Approach for Fully Automated Particle Picking in Cryo-EM Feng Wang Huichao Gong Gaochao liu Meijing Li Chuangye Yan Tian Xia Xueming Li Jianyang Zeng 28 168 0 06 May 2016
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank Anders Søgaard Yoav Goldberg 16 407 0 19 Apr 2016
Stack-propagation: Improved Representation Learning for Syntax Yuan Zhang David J. Weiss 37 87 0 21 Mar 2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs E. Kiperwasser Yoav Goldberg 18 65 0 01 Mar 2016
Benefits of depth in neural networks Matus Telgarsky 148 602 0 14 Feb 2016
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification Ye Zhang Byron C. Wallace AAML 42 1,189 0 13 Oct 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015
Automatic differentiation in machine learning: a survey A. G. Baydin Barak A. Pearlmutter Alexey Radul J. Siskind PINN AI4CE ODL 34 2,746 0 20 Feb 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,636 0 03 Jul 2012