representation learning

Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection CVPR 2019 Which Ones Are Speaking? Speaker-Inferred Model for Multi-Talker Speech Separation Interspeech 2019 Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts ACL 2019 WriterForcing: Generating more interesting story endings ACL 2019 A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction IJCAI 2018 A Case Study on Learning a Unified Encoder of Relations EMNLP 2018 Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018 Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification COLING 2018 Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems NeurIPS 2018 Adaptive Sampling Towards Fast Graph Representation Learning NeurIPS 2018 Adversarial Contrastive Estimation ACL 2018 Adversarially Regularized Autoencoders ICML 2018 Adversarial Removal of Demographic Attributes from Text Data EMNLP 2018 A Framework for the Quantitative Evaluation of Disentangled Representations ICLR 2018 A Framework for Understanding the Role of Morphology in Universal Dependency Parsing EMNLP 2018 A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification COLING 2018 A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors ACL 2018 Analysis of Rhythmic Phrasing: Feature Engineering vs. Representation Learning for Classifying Readout Poetry COLING 2018 Analyzing Learned Representations of a Deep ASR Performance Prediction Model EMNLP 2018 An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition Interspeech 2018 An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification Interspeech 2018 An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018 A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018 A Simple and Effective Approach to the Story Cloze Test NAACL 2018 Attention-Fused Deep Matching Network for Natural Language Inference IJCAI 2018