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Neural Networks

11,300 papers

Papers per year

Papers

Encoding Sentiment Information into Word Vectors for Sentiment Analysis COLING 2018
An Operation Network for Abstractive Sentence Compression COLING 2018
Enhanced Aspect Level Sentiment Classification with Auxiliary Memory COLING 2018
Effective Attention Modeling for Aspect-Level Sentiment Classification COLING 2018
Neural Relation Classification with Text Descriptions COLING 2018
Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018
An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization COLING 2018
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction COLING 2018
Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention COLING 2018
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation COLING 2018
Fast and Accurate Reordering with ITG Transition RNN COLING 2018
Contextual String Embeddings for Sequence Labeling COLING 2018
Variational Attention for Sequence-to-Sequence Models COLING 2018
A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task COLING 2018
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums COLING 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition COLING 2018
Genre Identification and the Compositional Effect of Genre in Literature COLING 2018
Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification COLING 2018
Lyrics Segmentation: Textual Macrostructure Detection using Convolutions COLING 2018
Learning What to Share: Leaky Multi-Task Network for Text Classification COLING 2018
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models COLING 2018
Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs COLING 2018
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs COLING 2018
A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction COLING 2018
Convolutional Neural Network for Universal Sentence Embeddings COLING 2018