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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

FineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding CVPR 2020
Global Bootstrapping Neural Network for Entity Set Expansion EMNLP 2020
Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020
Unsupervised Parsing via Constituency Tests EMNLP 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020
Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL 2019
Playgol: Learning Programs Through Play IJCAI 2019
SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders INTERSPEECH 2019
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning ACL 2019
PRNet: Self-Supervised Learning for Partial-to-Partial Registration NIPS 2019
FML: Face Model Learning From Videos CVPR 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? IJCNLP 2019
Modeling Frames in Argumentation IJCNLP 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation AAAI 2019
Self-Supervised Neural Machine Translation ACL 2019
Sentence Centrality Revisited for Unsupervised Summarization ACL 2019
Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics CVPR 2019
Contextual Imagined Goals for Self-Supervised Robotic Learning CORL 2019
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing ACL 2019
CitiusNLP at SemEval-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes SEMEVAL 2018
Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018