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Neural Networks

11,300 papers

Papers per year

Papers

Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages ACL 2018
Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018
A Hybrid System for Chinese Grammatical Error Diagnosis and Correction ACL 2018
Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring ACL 2018
Detecting Simultaneously Chinese Grammar Errors Based on a BiLSTM-CRF Model ACL 2018
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018
LSTMs Exploit Linguistic Attributes of Data ACL 2018
Detecting Offensive Tweets in Hindi-English Code-Switched Language ACL 2018
EmotionX-Area66: Predicting Emotions in Dialogues using Hierarchical Attention Network with Sequence Labeling ACL 2018
Political discourse classification in social networks using context sensitive convolutional neural networks ACL 2018
End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018
CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection ACML 2018
Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN ACML 2018
Deep Fully-Connected Part-Based Models for Human Pose Estimation ACML 2018
Concorde: Morphological Agreement in Conversational Models ACML 2018
ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks ACML 2018
Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018
ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection ACML 2018
Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification ACML 2018
Adversarial Neural Machine Translation ACML 2018
Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018
SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud ACML 2018
Deep Multi-instance Learning with Dynamic Pooling ACML 2018
Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems ACML 2018
Fast Dynamic Convolutional Neural Networks for Visual Tracking ACML 2018