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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Meeting the 2020 Duolingo Challenge on a Shoestring ACL 2020
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020
CLUZH at SIGMORPHON 2020 Shared Task on Multilingual Grapheme-to-Phoneme Conversion ACL 2020
Nested-Wasserstein Self-Imitation Learning for Sequence Generation AISTATS 2020
Two-sample Testing Using Deep Learning AISTATS 2020
Differentiable Feature Selection by Discrete Relaxation AISTATS 2020
A Deep Generative Model for Fragment-Based Molecule Generation AISTATS 2020
Deterministic Decoding for Discrete Data in Variational Autoencoders AISTATS 2020
Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification AISTATS 2020
Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer AISTATS 2020
Permutation Invariant Graph Generation via Score-Based Generative Modeling AISTATS 2020
Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020
Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet COLING 2020
Ask to Learn: A Study on Curiosity-driven Question Generation COLING 2020
A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning COLING 2020
Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models COLING 2020
Autoregressive Affective Language Forecasting: A Self-Supervised Task COLING 2020
Attentively Embracing Noise for Robust Latent Representation in BERT COLING 2020
Layer-Wise Multi-View Learning for Neural Machine Translation COLING 2020
Token Drop mechanism for Neural Machine Translation COLING 2020
Intermediate Self-supervised Learning for Machine Translation Quality Estimation COLING 2020
Emergent Communication Pretraining for Few-Shot Machine Translation COLING 2020
Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection COLING 2020
Priorless Recurrent Networks Learn Curiously COLING 2020
Diverse Keyphrase Generation with Neural Unlikelihood Training COLING 2020