semi-supervised learning

2331 papers

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Also known as

UDA FSSL SS SSGL SSL SEMISL SSSS SSOD SEMI-SL S3VM SSCL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation AAAI 2021

Task Cooperation for Semi-Supervised Few-Shot Learning AAAI 2021

Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021

PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning AAAI 2021

SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction AAAI 2021

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework AAAI 2021

Generative Semi-supervised Learning for Multivariate Time Series Imputation AAAI 2021

Modeling the Compatibility of Stem Tracks to Generate Music Mashups AAAI 2021

PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding AAAI 2021

What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering AAAI 2021

“Hold on honey, men at work”: A semi-supervised approach to detecting sexism in sitcoms ACL 2021

Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification ACL 2021

IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection ACL 2021

UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection ACL 2021

REM: Efficient Semi-Automated Real-Time Moderation of Online Forums ACL 2021

A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents ACL 2021

Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments ACL 2021

VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ACL 2021

S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging ACL 2021

Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer ACL 2021

FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks EMNLP 2021

Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021

HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021

Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach ACL 2021

Improving and Simplifying Pattern Exploiting Training EMNLP 2021