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Representation Learning

2843 directly classified papers

Papers per year

Papers

News2vec: News Network Embedding with Subnode Information IJCNLP 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks IJCNLP 2019
Movie Plot Analysis via Turning Point Identification IJCNLP 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention IJCNLP 2019
A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing IJCNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge IJCNLP 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs IJCNLP 2019
Support and Invertibility in Domain-Invariant Representations AISTATS 2019
Implicit Kernel Learning AISTATS 2019
The Termination Critic AISTATS 2019
Interpreting Black Box Predictions using Fisher Kernels AISTATS 2019
Low-Dimensional Density Ratio Estimation for Covariate Shift Correction AISTATS 2019
Data-Driven Approach to Multiple-Source Domain Adaptation AISTATS 2019
Learning to Manipulate Object Collections Using Grounded State Representations CORL 2019
Learning from demonstration with model-based Gaussian process CORL 2019
Variational Training for Large-Scale Noisy-OR Bayesian Networks UAI 2019
Augmenting and Tuning Knowledge Graph Embeddings UAI 2019
Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition INTERSPEECH 2019
Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data AAAI 2019
DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis AAAI 2019
Joint Representation Learning for Multi-Modal Transportation Recommendation AAAI 2019
Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective AAAI 2019
Incorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning AAAI 2019
Learning to Match via Inverse Optimal Transport JMLR 2019
Causal Learning via Manifold Regularization JMLR 2019