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Model Architecture

4351 directly classified papers

Papers per year

Papers

LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image CVPR 2018
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference EMNLP 2018
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models ACL 2018
Composing Finite State Transducers on GPUs ACL 2018
Named Entity Recognition With Parallel Recurrent Neural Networks ACL 2018
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality ACL 2018
Disconnected Recurrent Neural Networks for Text Categorization ACL 2018
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems ACL 2018
Transformation Networks for Target-Oriented Sentiment Classification ACL 2018
Low-rank passthrough neural networks ACL 2018
ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks ACML 2018
Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation INTERSPEECH 2018
Temporal Attentive Pooling for Acoustic Event Detection INTERSPEECH 2018
Temporal Transformer Networks for Acoustic Scene Classification INTERSPEECH 2018
Depthwise Separable Convolutions for Neural Machine Translation ICLR 2018
Shampoo: Preconditioned Stochastic Tensor Optimization ICML 2018
NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention SEMEVAL 2018
YNU-HPCC at SemEval-2018 Task 2: Multi-ensemble Bi-GRU Model with Attention Mechanism for Multilingual Emoji Prediction SEMEVAL 2018
SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons SEMEVAL 2018
YNU_Deep at SemEval-2018 Task 11: An Ensemble of Attention-based BiLSTM Models for Machine Comprehension SEMEVAL 2018
BLCU_NLP at SemEval-2018 Task 12: An Ensemble Model for Argument Reasoning Based on Hierarchical Attention SEMEVAL 2018
StrassenNets: Deep Learning with a Multiplication Budget ICML 2018
DCFNet: Deep Neural Network with Decomposed Convolutional Filters ICML 2018
PDE-Net: Learning PDEs from Data ICML 2018
Exploring Hidden Dimensions in Accelerating Convolutional Neural Networks ICML 2018