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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Self-Supervised Representation Learning for High-Content Screening MIDL 2022
Anomaly-Aware 3D Segmentation of Knee Magnetic Resonance Images MIDL 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning MIDL 2022
Contrastive Learning of Medical Visual Representations from Paired Images and Text MLHC 2022
Cooperative Self-training of Machine Reading Comprehension NAACL 2022
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer NAACL 2022
On the Robustness of Reading Comprehension Models to Entity Renaming NAACL 2022
Learning Dialogue Representations from Consecutive Utterances NAACL 2022
Textless Speech-to-Speech Translation on Real Data NAACL 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it NAACL 2022
Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? NAACL 2022
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022
Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022
End-to-End Chinese Speaker Identification NAACL 2022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling NAACL 2022
Text Style Transfer via Optimal Transport NAACL 2022
Multi-Domain Targeted Sentiment Analysis NAACL 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization NAACL 2022
Do Trajectories Encode Verb Meaning? NAACL 2022
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing NAACL 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022