Representation Learning

Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization ACL 2017 Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning IJCAI 2017 Exploring Different Dimensions of Attention for Uncertainty Detection EACL 2017 Exploring Low-Dimensional Structures of Modulation Spectra for Robust Speech Recognition Interspeech 2017 Exploring Neural Text Simplification Models ACL 2017 Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations NeurIPS 2017 Extraction of Gene-Environment Interaction from the Biomedical Literature IJCNLP 2017 Fast and robust tensor decomposition with applications to dictionary learning COLT 2017 Fast Classification with Binary Prototypes AISTATS 2017 Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set EMNLP 2017 Faster Greedy MAP Inference for Determinantal Point Processes ICML 2017 Fast, Sample-Efficient Algorithms for Structured Phase Retrieval NeurIPS 2017 FCICU at SemEval-2017 Task 1: Sense-Based Language Independent Semantic Textual Similarity Approach SemEval 2017 Feature-Rich Networks for Knowledge Base Completion ACL 2017 Feedback Networks CVPR 2017 Few-Shot Object Recognition From Machine-Labeled Web Images CVPR 2017 Finding Prototypes of Answers for Improving Answer Sentence Selection IJCAI 2017 First Results in Developing a Medieval Latin Language Charter Dictation System for the East-Central Europe Region Interspeech 2017 Fitting Low-Rank Tensors in Constant Time NeurIPS 2017 Flexible Orthogonal Neighborhood Preserving Embedding IJCAI 2017 Frame and Segment Level Recurrent Neural Networks for Phone Classification Interspeech 2017 Frame-based Data Factorizations ICML 2017 Fried Binary Embedding for High-Dimensional Visual Features CVPR 2017 Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts ACL 2017 From Characters to Words to in Between: Do We Capture Morphology? ACL 2017