Combining Neural Networks and Log-linear Models to Improve Relation Extraction

18 November 2015

Papers citing "Combining Neural Networks and Log-linear Models to Improve Relation Extraction"

18 / 18 papers shown

Title
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals Iris Hendrickx Su Nam Kim Zornitsa Kozareva Preslav Nakov Diarmuid Ó Séaghdha Sebastian Padó M. Pennacchiotti Lorenza Romano Stan Szpakowicz 63 281 0 23 Nov 2019
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping Jian Ni Radu Florian 70 21 0 31 Oct 2019
Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei Regina Barzilay Tommi Jaakkola 74 146 0 17 Aug 2015
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path Xu Yan Lili Mou Ge Li Yunchuan Chen Hao Peng Zhi Jin 61 659 0 15 Aug 2015
Relation Classification via Recurrent Neural Network Dongxu Zhang Dong Wang 67 346 0 05 Aug 2015
A Dependency-Based Neural Network for Relation Classification Yang Liu Furu Wei Sujian Li Heng Ji M. Zhou Houfeng Wang 51 231 0 16 Jul 2015
Improved Relation Extraction with Feature-Rich Compositional Embedding Models Matthew R. Gormley Mo Yu Mark Dredze CoGe 58 173 0 10 May 2015
Classifying Relations by Ranking with Convolutional Neural Networks Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 82 578 0 24 Apr 2015
When Are Tree Structures Necessary for Deep Learning of Representations? Jiwei Li Thang Luong Dan Jurafsky Eduard H. Hovy 89 227 0 28 Feb 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 552 27,300 0 01 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 626 13,427 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,344 0 03 Jun 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 98 3,558 0 08 Apr 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 674 31,489 0 16 Jan 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 152 6,624 0 22 Dec 2012
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 190 5,346 0 21 Nov 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 453 7,663 0 03 Jul 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 186 7,725 0 02 Mar 2011