Representation Learning

UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019 ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task CoNLL 2019 UGSD: User Generated Sentiment Dictionaries from Online Customer Reviews AAAI 2019 Ultrasound-Based Silent Speech Interface Built on a Continuous Vocoder Interspeech 2019 Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019 Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining CVPR 2019 Uncertainty on Asynchronous Time Event Prediction NeurIPS 2019 Unconstrained Foreground Object Search ICCV 2019 Uncovering Probabilistic Implications in Typological Knowledge Bases ACL 2019 Understanding Actors and Evaluating Personae with Gaussian Embeddings AAAI 2019 Understanding and Improving Hidden Representations for Neural Machine Translation NAACL 2019 Understanding and Visualizing Deep Visual Saliency Models CVPR 2019 Understanding Learning Dynamics Of Language Models with SVCCA NAACL 2019 Understanding Sparse JL for Feature Hashing NeurIPS 2019 Understanding the Origins of Bias in Word Embeddings ICML 2019 Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology NeurIPS 2019 Understanding VAEs in Fisher-Shannon Plane AAAI 2019 Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation IJCAI 2019 Unified Language-Independent DNN-Based G2P Converter Interspeech 2019 Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations CVPR 2019 Universal Boosting Variational Inference NeurIPS 2019 Unraveling Antonym’s Word Vectors through a Siamese-like Network ACL 2019 Unsupervised Basis Function Adaptation for Reinforcement Learning JMLR 2019 Unsupervised Co-Learning on G-Manifolds Across Irreducible Representations NeurIPS 2019 Unsupervised Compositional Translation of Multiword Expressions ACL 2019