Representation Learning

Supervised autoencoders: Improving generalization performance with unsupervised regularizers NeurIPS 2018 Supervised Clustering of Questions into Intents for Dialog System Applications EMNLP 2018 Supervised I-vector Modeling - Theory and Applications Interspeech 2018 Supervised Rhyme Detection with Siamese Recurrent Networks COLING 2018 Supervised Treebank Conversion: Data and Approaches ACL 2018 Surface Networks CVPR 2018 Symbolic Graph Reasoning Meets Convolutions NeurIPS 2018 Syntactic Patterns Improve Information Extraction for Medical Search NAACL 2018 SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons SemEval 2018 TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts SemEval 2018 Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming NeurIPS 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 Taskonomy: Disentangling Task Transfer Learning CVPR 2018 Task Specific Sentence Embeddings for ASR Error Detection Interspeech 2018 TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture SemEval 2018 Telling Stories with Soundtracks: An Empirical Analysis of Music in Film NAACL 2018 Tell Me Where to Look: Guided Attention Inference Network CVPR 2018 Temporal Belief Memory: Imputing Missing Data during RNN Training IJCAI 2018 Temporal Information Extraction by Predicting Relative Time-lines EMNLP 2018 Temporal Poisson Square Root Graphical Models ICML 2018 Tensorize, Factorize and Regularize: Robust Visual Relationship Learning CVPR 2018 Tensor Product Generation Networks for Deep NLP Modeling NAACL 2018 Term Set Expansion based NLP Architect by Intel AI Lab EMNLP 2018 Text Completion using Context-Integrated Dependency Parsing ACL 2018 Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network IJCAI 2018