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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Capturing document context inside sentence-level neural machine translation models with self-training EMNLP 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
The Emergence of the Shape Bias Results from Communicative Efficiency EMNLP 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021
Backtranslation in Neural Morphological Inflection EMNLP 2021
End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? EMNLP 2021
Period Classification in Chinese Historical Texts EMNLP 2021
GANDALF: a General Character Name Description Dataset for Long Fiction EMNLP 2021
Capturing Speaker Incorrectness: Speaker-Focused Post-Correction for Abstractive Dialogue Summarization EMNLP 2021
Using Pause Information for More Accurate Entity Recognition EMNLP 2021
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk EMNLP 2021
On the Role of Corpus Ordering in Language Modeling EMNLP 2021
Allegro.eu Submission to WMT21 News Translation Task EMNLP 2021
Character Transformations for Non-Autoregressive GEC Tagging EMNLP 2021
Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation ICCV 2021
Composable Augmentation Encoding for Video Representation Learning ICCV 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021
Light Source Guided Single-Image Flare Removal From Unpaired Data ICCV 2021
TempNet: Online Semantic Segmentation on Large-Scale Point Cloud Series ICCV 2021
StructDepth: Leveraging the Structural Regularities for Self-Supervised Indoor Depth Estimation ICCV 2021
ISD: Self-Supervised Learning by Iterative Similarity Distillation ICCV 2021
Self-Supervised Neural Networks for Spectral Snapshot Compressive Imaging ICCV 2021
Self-Supervised 3D Skeleton Action Representation Learning With Motion Consistency and Continuity ICCV 2021