Multi-Column Convolutional Neural Networks with Causality-Attention for Why-Question Answering
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Jong-Hoon Oh | Kentaro Torisawa | Canasai Kruengkrai | Ryu Iida | Julien Kloetzer | R. Iida | Julien Kloetzer | Jong-Hoon Oh | Kentaro Torisawa | C. Kruengkrai | Canasai Kruengkrai
[1] Masaki Murata,et al. A System for Answering Non-Factoid Japanese Questions by Using Passage Retrieval Weighted Based on Type of Answer , 2007, NTCIR.
[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] Jong-Hoon Oh,et al. Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network , 2016, EMNLP.
[5] Andrew McCallum,et al. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.
[6] Jong-Hoon Oh,et al. Generating Event Causality Hypotheses through Semantic Relations , 2015, AAAI.
[7] Ryuichiro Higashinaka,et al. Corpus-based Question Answering for why-Questions , 2008, IJCNLP.
[8] Jason Weston,et al. Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..
[9] Gerlof Bouma,et al. Normalized (pointwise) mutual information in collocation extraction , 2009 .
[10] Razvan Pascanu,et al. Theano: new features and speed improvements , 2012, ArXiv.
[11] Jong-Hoon Oh,et al. A Semi-Supervised Learning Approach to Why-Question Answering , 2016, AAAI.
[12] Bowen Zhou,et al. LSTM-based Deep Learning Models for non-factoid answer selection , 2015, ArXiv.
[13] Alexander M. Rush,et al. Character-Aware Neural Language Models , 2015, AAAI.
[14] Alex Graves,et al. Recurrent Models of Visual Attention , 2014, NIPS.
[15] Jong-Hoon Oh,et al. Why Question Answering using Sentiment Analysis and Word Classes , 2012, EMNLP.
[16] Jürgen Schmidhuber,et al. Multi-column deep neural networks for image classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[17] Kentaro Torisawa,et al. Inducing Gazetteers for Named Entity Recognition by Large-Scale Clustering of Dependency Relations , 2008, ACL.
[18] Phil Blunsom,et al. Teaching Machines to Read and Comprehend , 2015, NIPS.
[19] Jason Weston,et al. End-To-End Memory Networks , 2015, NIPS.
[20] Yoshua Bengio,et al. End-to-end attention-based large vocabulary speech recognition , 2015, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[21] Dan Roth,et al. Minimally Supervised Event Causality Identification , 2011, EMNLP.
[22] Koray Kavukcuoglu,et al. Multiple Object Recognition with Visual Attention , 2014, ICLR.
[23] Lei Yu,et al. Deep Learning for Answer Sentence Selection , 2014, ArXiv.
[24] Yoshua Bengio,et al. Neural Machine Translation by Jointly Learning to Align and Translate , 2014, ICLR.
[25] Bowen Zhou,et al. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs , 2015, TACL.
[26] Jong-Hoon Oh,et al. Why-Question Answering using Intra- and Inter-Sentential Causal Relations , 2013, ACL.
[27] Alessandro Moschitti,et al. Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks , 2015, SIGIR.
[28] Di Wang,et al. A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering , 2015, ACL.
[29] Matthew D. Zeiler. ADADELTA: An Adaptive Learning Rate Method , 2012, ArXiv.
[30] Hans van Halteren,et al. Learning to rank for why-question answering , 2011, Information Retrieval.
[31] Jong-Hoon Oh,et al. Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks , 2017, AAAI.
[32] Jason Weston,et al. A Neural Attention Model for Abstractive Sentence Summarization , 2015, EMNLP.
[33] Roxana Gîrju,et al. Automatic Detection of Causal Relations for Question Answering , 2003, ACL 2003.
[34] Yoshua Bengio,et al. Attention-Based Models for Speech Recognition , 2015, NIPS.
[35] Bowen Zhou,et al. Applying deep learning to answer selection: A study and an open task , 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).
[36] Cosmin Adrian Bejan,et al. Commonsense Causal Reasoning Using Millions of Personal Stories , 2011, AAAI.
[37] Yoon Kim,et al. Convolutional Neural Networks for Sentence Classification , 2014, EMNLP.
[38] Jun Zhao,et al. Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks , 2015, EMNLP.