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Representation Learning

4516 directly classified papers

Papers per year

Papers

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
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
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NIPS 2018
Adaptive Sampling Towards Fast Graph Representation Learning NIPS 2018
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NIPS 2018
Learning towards Minimum Hyperspherical Energy NIPS 2018
Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NIPS 2018
Neural Code Comprehension: A Learnable Representation of Code Semantics NIPS 2018
Amortized Inference Regularization NIPS 2018
Structure-Aware Convolutional Neural Networks NIPS 2018
Phase Retrieval Under a Generative Prior NIPS 2018
DeepPINK: reproducible feature selection in deep neural networks NIPS 2018
Supervised autoencoders: Improving generalization performance with unsupervised regularizers NIPS 2018