Feature Learning

Dynamic Hypergraph Structure Learning IJCAI 2018 ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SemEval 2018 Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour ACL 2018 Fully Understanding The Hashing Trick NeurIPS 2018 Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification NAACL 2018 Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora ACL 2018 Improving Topic Quality by Promoting Named Entities in Topic Modeling ACL 2018 Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ACL 2018 Lancaster at SemEval-2018 Task 3: Investigating Ironic Features in English Tweets SemEval 2018 Learning Non-parametric Markov Networks with Mutual Information PGM 2018 Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems NeurIPS 2018 Local Identifiability of ℓ_1-minimization Dictionary Learning: a Sufficient and Almost Necessary Condition JMLR 2018 Matching Pixels Using Co-Occurrence Statistics CVPR 2018 Multi-Image Semantic Matching by Mining Consistent Features CVPR 2018 Online Convolutional Sparse Coding with Sample-Dependent Dictionary ICML 2018 SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR 2018 Spectral Feature Scaling Method for Supervised Dimensionality Reduction IJCAI 2018 Target-Sensitive Memory Networks for Aspect Sentiment Classification ACL 2018 Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis ACL 2018 The Generalization Error of Dictionary Learning with Moreau Envelopes ICML 2018 Topic or Style? Exploring the Most Useful Features for Authorship Attribution COLING 2018 Towards Binary-Valued Gates for Robust LSTM Training ICML 2018 Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition Interspeech 2018 Wavelet Transform Based Mel-scaled Features for Acoustic Scene Classification Interspeech 2018 Which Melbourne? Augmenting Geocoding with Maps ACL 2018