Representation Learning

Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NeurIPS 2017 AnchorNet: A Weakly Supervised Network to Learn Geometry-Sensitive Features for Semantic Matching CVPR 2017 A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse IJCNLP 2017 A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC EMNLP 2017 A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings Interspeech 2017 A Simple Language Model based on PMI Matrix Approximations EMNLP 2017 Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NeurIPS 2017 Attentive Path Combination for Knowledge Graph Completion ACML 2017 Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval CVPR 2017 Beyond Words: Deep Learning for Multiword Expressions and Collocations ACL 2017 Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ACL 2017 Building a Regular Decision Boundary With Deep Networks CVPR 2017 CANE: Context-Aware Network Embedding for Relation Modeling ACL 2017 Causal Effect Inference with Deep Latent-Variable Models NeurIPS 2017 Character-Aware Neural Morphological Disambiguation ACL 2017 Character-Word LSTM Language Models EACL 2017 Chinese Zero Pronoun Resolution with Deep Memory Network EMNLP 2017 Classification and Representation Joint Learning via Deep Networks IJCAI 2017 Collaborative Summarization of Topic-Related Videos CVPR 2017 Compression-aware Training of Deep Networks NeurIPS 2017 Connecting Look and Feel: Associating the Visual and Tactile Properties of Physical Materials CVPR 2017 Context Selection for Embedding Models NeurIPS 2017 Convolutional Neural Network Architecture for Geometric Matching CVPR 2017 Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP 2017 Cross-Lingual Word Representations: Induction and Evaluation EMNLP 2017