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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Style Obfuscation by Invariance COLING 2018
Neural Metaphor Detecting with CNN-LSTM Model NAACL 2018
Singing Voice Phoneme Segmentation by Hierarchically Inferring Syllable and Phoneme Onset Positions INTERSPEECH 2018
Visual Speech Enhancement INTERSPEECH 2018
An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018
Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis ACL 2018
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018
Sentiment Adaptive End-to-End Dialog Systems ACL 2018
Stochastic Answer Networks for Machine Reading Comprehension ACL 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ACL 2018
Towards Controllable Story Generation NAACL 2018
Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System NAACL 2018
Punny Captions: Witty Wordplay in Image Descriptions NAACL 2018
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books NAACL 2018
Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection NAACL 2018
Single-channel Late Reverberation Power Spectral Density Estimation Using Denoising Autoencoders INTERSPEECH 2018
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification IJCAI 2018
A Priori SNR Estimation Based on a Recurrent Neural Network for Robust Speech Enhancement INTERSPEECH 2018
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features COLING 2018
Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation IJCAI 2018
A Deeper Look into Dependency-Based Word Embeddings NAACL 2018
Predicting Human Trustfulness from Facebook Language NAACL 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering ACL 2018
Leveraging Writing Systems Change for Deep Learning Based Chinese Emotion Analysis EMNLP 2018