Representation Learning

Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning JMLR 2020 Supertagging with CCG primitives ACL 2020 Supervised Contrastive Learning NeurIPS 2020 Supervised Quantile Normalization for Low Rank Matrix Factorization ICML 2020 SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy EMNLP 2020 SURF: A Simple, Universal, Robust, Fast Distribution Learning Algorithm NeurIPS 2020 Surfboard: Audio Feature Extraction for Modern Machine Learning Interspeech 2020 Survey on Feature Transformation Techniques for Data Streams IJCAI 2020 Swoosh! Rattle! Thump! - Actions that Sound RSS 2020 Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings UAI 2020 Symmetrical Synthesis for Deep Metric Learning AAAI 2020 Symmetry and Group in Attribute-Object Compositions CVPR 2020 Synbols: Probing Learning Algorithms with Synthetic Datasets NeurIPS 2020 Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction ACL 2020 SynET: Synonym Expansion using Transitivity EMNLP 2020 Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension COLING 2020 SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification AAAI 2020 Syntactic Graph Convolutional Network for Spoken Language Understanding COLING 2020 Syntactic Search by Example ACL 2020 Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification COLING 2020 syrapropa at SemEval-2020 Task 11: BERT-based Models Design for Propagandistic Technique and Span Detection SemEval 2020 Systematic Generalization on gSCAN with Language Conditioned Embedding AACL 2020 Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data AAAI 2020 Tails of Lipschitz Triangular Flows ICML 2020 Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts EMNLP 2020