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Representation Learning

20,822 papers

Papers per year

2
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101
309
2011
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Papers

Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training EMNLP 2018
Learning representations for sentiment classification using Multi-task framework EMNLP 2018
Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes EMNLP 2018
Predicting Adolescents’ Educational Track from Chat Messages on Dutch Social Media EMNLP 2018
Character-level Chinese-English Translation through ASCII Encoding EMNLP 2018
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018
Keep It or Not: Word Level Quality Estimation for Post-Editing EMNLP 2018
Contextual Encoding for Translation Quality Estimation EMNLP 2018
An Unsupervised System for Parallel Corpus Filtering EMNLP 2018
The JHU Parallel Corpus Filtering Systems for WMT 2018 EMNLP 2018
Using Author Embeddings to Improve Tweet Stance Classification EMNLP 2018
Discovering Interpretable Representations for Both Deep Generative and Discriminative Models ICML 2018
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML 2018
Fixing a Broken ELBO ICML 2018
Differentially Private Database Release via Kernel Mean Embeddings ICML 2018
Improving Optimization for Models With Continuous Symmetry Breaking ICML 2018
Using Inherent Structures to design Lean 2-layer RBMs ICML 2018
Measuring abstract reasoning in neural networks ICML 2018
Mutual Information Neural Estimation ICML 2018
NetGAN: Generating Graphs via Random Walks ICML 2018
Adversarial Learning with Local Coordinate Coding ICML 2018
Conditional Noise-Contrastive Estimation of Unnormalised Models ICML 2018
Learning and Memorization ICML 2018
Continuous-Time Flows for Efficient Inference and Density Estimation ICML 2018
Stein Points ICML 2018