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Methodology
← Learning Types
Machine Learning
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Representation Learning
2843 directly classified papers
Papers per year
2002: 1
2005: 2
2006: 5
2007: 11
2008: 12
2009: 10
2010: 6
2011: 6
2012: 30
2013: 36
2014: 34
2015: 20
2016: 42
2017: 82
2018: 128
2019: 189
2020: 266
2021: 279
2022: 382
2023: 358
2024: 451
2025: 486
2026: 7
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
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