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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks NAACL 2022
Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks IJCNLP 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022
SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training COLING 2022
Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction COLING 2022
STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction COLING 2022
Programmable Annotation with Diversed Heuristics and Data Denoising COLING 2022
Multimodal Semi-supervised Learning for Disaster Tweet Classification COLING 2022
Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022
WARM: A Weakly (+Semi) Supervised Math Word Problem Solver COLING 2022
On Synthetic Data for Back Translation NAACL 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media NAACL 2022
Progressive Class Semantic Matching for Semi-supervised Text Classification NAACL 2022
Consistency Training with Virtual Adversarial Discrete Perturbation NAACL 2022
AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy NAACL 2022
How to Leverage Unlabeled Data in Offline Reinforcement Learning ICML 2022
Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2022
PLCNet: Real-time Packet Loss Concealment with Semi-supervised Generative Adversarial Network INTERSPEECH 2022
FedNST: Federated Noisy Student Training for Automatic Speech Recognition INTERSPEECH 2022
GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data AAAI 2022
Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations AAAI 2022
Semi-supervised Learning with Multi-Head Co-Training AAAI 2022
Meta Propagation Networks for Graph Few-shot Semi-supervised Learning AAAI 2022
Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels AAAI 2022