Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks
暂无分享,去创建一个
Jong-Hoon Oh | Kentaro Torisawa | Canasai Kruengkrai | Julien Kloetzer | Masahiro Tanaka | Chikara Hashimoto | Julien Kloetzer | Jong-Hoon Oh | Masahiro Tanaka | Kentaro Torisawa | Chikara Hashimoto | C. Kruengkrai | Canasai Kruengkrai
[1] Nitish Srivastava,et al. Improving neural networks by preventing co-adaptation of feature detectors , 2012, ArXiv.
[2] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.
[3] Yutaka Kidawara,et al. Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features , 2014, ACL.
[4] Jun Zhao,et al. Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks , 2015, EMNLP.
[5] Yoshua Bengio,et al. Practical Recommendations for Gradient-Based Training of Deep Architectures , 2012, Neural Networks: Tricks of the Trade.
[6] Jason Weston,et al. Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..
[7] Jong-Hoon Oh,et al. Two-Stage Method for Large-Scale Acquisition of Contradiction Pattern Pairs using Entailment , 2013, EMNLP.
[8] Wenpeng Yin,et al. Convolutional Neural Network for Paraphrase Identification , 2015, NAACL.
[9] Jürgen Schmidhuber,et al. Multi-column deep neural networks for image classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[10] Daniel Jurafsky,et al. Distant supervision for relation extraction without labeled data , 2009, ACL.
[11] Kentaro Torisawa. Acquiring Inference Rules with Temporal Constraints by Using Japanese Coordinated Sentences and Noun-Verb Co-occurrences , 2006, HLT-NAACL.
[12] Jong-Hoon Oh,et al. Generating Event Causality Hypotheses through Semantic Relations , 2015, AAAI.
[13] Mehwish Riaz,et al. Another Look at Causality: Discovering Scenario-Specific Contingency Relationships with No Supervision , 2010, 2010 IEEE Fourth International Conference on Semantic Computing.
[14] Matthew Richardson,et al. MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text , 2013, EMNLP.
[15] Phil Blunsom,et al. A Convolutional Neural Network for Modelling Sentences , 2014, ACL.
[16] Yann LeCun,et al. Learning a similarity metric discriminatively, with application to face verification , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[17] Alex Graves,et al. Generating Sequences With Recurrent Neural Networks , 2013, ArXiv.
[18] Ming Zhou,et al. Question Answering over Freebase with Multi-Column Convolutional Neural Networks , 2015, ACL.
[19] Peter Clark,et al. Learning Biological Processes with Global Constraints , 2013, EMNLP.
[20] Yoon Kim,et al. Convolutional Neural Networks for Sentence Classification , 2014, EMNLP.
[21] Kira Radinsky,et al. Learning causality for news events prediction , 2012, WWW.
[22] Jong-Hoon Oh,et al. Why-Question Answering using Intra- and Inter-Sentential Causal Relations , 2013, ACL.
[23] Bowen Zhou,et al. Classifying Relations by Ranking with Convolutional Neural Networks , 2015, ACL.
[24] Matthew D. Zeiler. ADADELTA: An Adaptive Learning Rate Method , 2012, ArXiv.
[25] Yuji Matsumoto,et al. Two-Phased Event Relation Acquisition: Coupling the Relation-Oriented and Argument-Oriented Approaches , 2008, COLING.
[26] Jong-Hoon Oh,et al. Excitatory or Inhibitory: A New Semantic Orientation Extracts Contradiction and Causality from the Web , 2012, EMNLP.
[27] Jong-Hoon Oh,et al. Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network , 2016, EMNLP.
[28] Peter Clark,et al. Modeling Biological Processes for Reading Comprehension , 2014, EMNLP.
[29] Gerhard Weikum,et al. WWW 2007 / Track: Semantic Web Session: Ontologies ABSTRACT YAGO: A Core of Semantic Knowledge , 2022 .
[30] Tong Zhang,et al. Effective Use of Word Order for Text Categorization with Convolutional Neural Networks , 2014, NAACL.
[31] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[32] Dan Roth,et al. Minimally Supervised Event Causality Identification , 2011, EMNLP.
[33] Jong-Hoon Oh,et al. Million-scale Derivation of Semantic Relations from a Manually Constructed Predicate Taxonomy , 2014, COLING.
[34] Jong-Hoon Oh,et al. Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity , 2015, EMNLP.
[35] Razvan Pascanu,et al. Theano: new features and speed improvements , 2012, ArXiv.
[36] Jong-Hoon Oh,et al. Multi-Column Convolutional Neural Networks with Causality-Attention for Why-Question Answering , 2017, WSDM.
[37] Ralph Grishman,et al. Relation Extraction: Perspective from Convolutional Neural Networks , 2015, VS@HLT-NAACL.