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Representation Learning

4,925 papers

Papers per year

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51
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Papers

Debugging Sequence-to-Sequence Models with Seq2Seq-Vis EMNLP 2018
Learning Representations for Detecting Abusive Language EMNLP 2018
Learning to Segment Inputs for NMT Favors Character-Level Processing EMNLP 2018
Revisiting neural relation classification in clinical notes with external information EMNLP 2018
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018
In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition EMNLP 2018
Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018
Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations EMNLP 2018
Measuring Issue Ownership using Word Embeddings EMNLP 2018
UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network EMNLP 2018
EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions EMNLP 2018
Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes EMNLP 2018
Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations EMNLP 2018
Using Monolingual Data in Neural Machine Translation: a Systematic Study EMNLP 2018
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018
Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts EMNLP 2018
Word-like character n-gram embedding EMNLP 2018
Discovering Interpretable Representations for Both Deep Generative and Discriminative Models ICML 2018
Fixing a Broken ELBO ICML 2018
On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo ICML 2018
Learning Diffusion using Hyperparameters ICML 2018
Autoregressive Quantile Networks for Generative Modeling ICML 2018
Stein Variational Message Passing for Continuous Graphical Models ICML 2018
Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018