| MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification | Jun 9, 2025 | Pseudo LabelSemi-Supervised Text Classification | —Unverified | 0 |
| The Efficiency of Pre-training with Objective Masking in Pseudo Labeling for Semi-Supervised Text Classification | May 10, 2025 | Semi-Supervised Text Classificationtext-classification | —Unverified | 0 |
| Semantic Consistency Regularization with Large Language Models for Semi-supervised Sentiment Analysis | Jan 29, 2025 | Semi-Supervised Text ClassificationSentiment Analysis | —Unverified | 0 |
| Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification | Nov 25, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 0 |
| Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs | Nov 9, 2024 | ClassificationClustering | —Unverified | 0 |
| Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification | Oct 18, 2024 | ClassificationClustering | —Unverified | 0 |
| DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank | Oct 23, 2023 | Semi-Supervised Text Classification | CodeCode Available | 0 |
| JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification | Oct 23, 2023 | Pseudo LabelSemi-Supervised Text Classification | CodeCode Available | 1 |
| SemiReward: A General Reward Model for Semi-supervised Learning | Oct 4, 2023 | Few-Shot Image ClassificationImage Classification | CodeCode Available | 1 |
| Rank-Aware Negative Training for Semi-Supervised Text Classification | Jun 13, 2023 | ClassificationSemi-Supervised Text Classification | CodeCode Available | 0 |
