| MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification | Jun 9, 2025 | Pseudo LabelSemi-Supervised Text Classification | —Unverified | 0 | 0 |
| Progressive Class Semantic Matching for Semi-supervised Text Classification | Jan 16, 2022 | ClassificationLanguage Modeling | —Unverified | 0 | 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 | 0 |
| Variational Autoencoders for Semi-supervised Text Classification | Mar 8, 2016 | ClassificationDecoder | —Unverified | 0 | 0 |
| Inductive Topic Variational Graph Auto-Encoder for Text Classification | Jun 1, 2021 | ClassificationInductive Learning | —Unverified | 0 | 0 |
| Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification | Oct 18, 2024 | ClassificationClustering | —Unverified | 0 | 0 |
| Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media | Apr 21, 2020 | General ClassificationSemi-Supervised Text Classification | —Unverified | 0 | 0 |
| Semantic Consistency Regularization with Large Language Models for Semi-supervised Sentiment Analysis | Jan 29, 2025 | Semi-Supervised Text ClassificationSentiment Analysis | —Unverified | 0 | 0 |
| Data Augmentation with Sentence Recombination Method for Semi-supervised Text Classification | Nov 16, 2021 | Data AugmentationSemi-Supervised Text Classification | —Unverified | 0 | 0 |
| ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification | Dec 16, 2021 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs | Nov 9, 2024 | ClassificationClustering | —Unverified | 0 | 0 |
| A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents | Jun 10, 2021 | Classificationintent-classification | —Unverified | 0 | 0 |
| Learning a Deep Hybrid Model for Semi-Supervised Text Classification | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training | Apr 18, 2021 | Semi-Supervised Text Classificationtext-classification | —Unverified | 0 | 0 |
| ME-GCN: Multi-dimensional Edge-Embedded Graph Convolutional Networks for Semi-supervised Text Classification | Oct 16, 2021 | Semi-Supervised Text Classificationtext-classification | —Unverified | 0 | 0 |
| Semi-Supervised Text Classification with Balanced Deep Representation Distributions | Aug 1, 2021 | ClassificationSemi-Supervised Text Classification | —Unverified | 0 | 0 |