Structured Attention Networks

Keywords

Computer science, Artificial intelligence, Inference, Machine translation, Machine learning

References

• Attention-Based Models for Speech RecognitionJan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk — 2015
• Show, Attend and Tell: Neural Image Caption Generation with Visual AttentionKelvin Xu, Jimmy Ba, Ryan Kiros — 2015
• Teaching Machines to Read and ComprehendKarl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette — 2015
• Learning to Transduce with Unbounded MemoryEdward Grefenstette, Karl Moritz Hermann, Mustafa Suleyman — 2015
• Gradient Estimation Using Stochastic Computation GraphsJohn Schulman, Nicolas Heess, Théophane Weber — 2015
• End-To-End Memory NetworksSainbayar Sukhbaatar, Arthur Szlam, Jason Weston — 2015
• Deep Structured Output Learning for Unconstrained Text RecognitionMax Jaderberg, Karen Simonyan, Andrea Vedaldi — 2014
• Listen, attend and spell: A neural network for large vocabulary conversational speech recognitionWilliam Chan, Navdeep Jaitly, Quoc V. Le — 2015
• Effective Approaches to Attention-based Neural Machine TranslationThang Luong, Hieu Pham, Christopher D. Manning — 2015
• Describing Multimedia Content Using Attention-Based Encoder-Decoder NetworksKyunghyun Cho, Aaron Courville, Yoshua Bengio — 2015
• Approximation-Aware Dependency Parsing by Belief PropagationMatthew R. Gormley, Mark Dredze, Jason Eisner — 2015
• Dependency Parsing by Belief PropagationDavid A. Smith, Jason Eisner — 2008
• Parameter learning with truncated message-passingJustin Domke — 2011
• Trainable grammars for speech recognitionJames K. Baker — 1979
• Three New Probabilistic Models for Dependency Parsing: An ExplorationJason Eisner — 1996
• First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation ForestsZhifei Li, Jason Eisner — 2009
• Gradient-based learning applied to document recognitionYann LeCun, Léon Bottou, Yoshua Bengio — 1998
• Reasoning about Entailment with Neural AttentionTim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann — 2015
• Conditional Neural FieldsJian Peng, Liefeng Bo, Jinbo Xu — 2009
• Pointwise Prediction for Robust, Adaptable Japanese Morphological AnalysisGraham Neubig, Yosuke Nakata, Shinsuke Mori — 2011

Cited by

• Neural Machine Translation and Sequence-to-sequence Models: A TutorialGraham Neubig — 2017
• Recurrent Models for Situation RecognitionArun Mallya, Svetlana Lazebnik — 2017
• Pose-conditioned Spatio-Temporal Attention for Human Action RecognitionFabien Baradel, Christian Wolf, Julien Mille — 2017
• Baselines and Test Data for Cross-Lingual InferenceŻeljko Agić, Natalie Schluter — 2017
• A Regularized Framework for Sparse and Structured Neural AttentionVlad Niculae, Mathieu Blondel — 2017
• Jointly learning sentence embeddings and syntax with unsupervised Tree-LSTMsJean Maillard, Stephen Clark, Dani Yogatama — 2017
• Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic ScaffoldSwabha Swayamdipta, Sam Thomson, Chris Dyer — 2017
• Character-level Intra Attention Network for Natural Language InferenceYang Han, Marta R. Costa‐jussà, José A. R. Fonollosa — 2017
• Improved Neural Machine Translation with a Syntax-Aware Encoder and DecoderHuadong Chen, Shujian Huang, David Chiang — 2017
• Sequential Attention: A Context-Aware Alignment Function for Machine ReadingSebastian Brarda, Philip Yeres, Samuel R. Bowman — 2017
• Human Action Recognition: Pose-Based Attention Draws Focus to HandsFabien Baradel, Christian Wolf, Julien Mille — 2017
• Towards Neural Machine Translation with Latent Tree AttentionJames Bradbury, Richard Socher — 2017
• Do latent tree learning models identify meaningful structure in sentences?Adina Williams, Andrew Drozdov, Samuel R. Bowman — 2017
• Learning to Compose Task-Specific Tree StructuresJihun Choi, Kang Min Yoo, Sang‐Goo Lee — 2017
• Aspect-level Sentiment Classification with HEAT (HiErarchical ATtention) NetworkJiajun Cheng, Shenglin Zhao, Jiani Zhang — 2017
• Weighted Transformer Network for Machine TranslationKarim Ahmed, Nitish Shirish Keskar, Richard Socher — 2017
• Dialogue Act Recognition via CRF-Attentive Structured NetworkZheqian Chen, Rongqin Yang, Zhou Zhao — 2017
• Attention networks for image-to-textJason Poulos, Rafael Valle — 2017
• Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagationHeyi Li, Yunke Tian, Klaus Mueller — 2017
• Enhanced Image Classification With Data Augmentation Using Position CoordinatesAvinash Kori, Ganapathy Krishnamurthi, B. Srinivasan — 2018

Related papers

• GloVe: Global Vectors for Word RepresentationJeffrey Pennington, Richard Socher, Christopher D. Manning — 2014
• Long Short-Term MemorySepp Hochreiter, Jürgen Schmidhuber — 1997
• Effective Approaches to Attention-based Neural Machine TranslationThang Luong, Hieu Pham, Christopher D. Manning — 2015
• BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingJacob Devlin, Ming‐Wei Chang, Kenton Lee — 2019
• A large annotated corpus for learning natural language inferenceSamuel R. Bowman, Gabor Angeli, Christopher Potts — 2015